<?xml version="1.0" encoding="UTF-8"?>
<SCRIBUSUTF8NEW Version="1.4.4">
    <DOCUMENT ANZPAGES="1" PAGEWIDTH="1190.55118110236" PAGEHEIGHT="1683.77952755906" BORDERLEFT="14.173" BORDERRIGHT="14.173" BORDERTOP="14.173" BORDERBOTTOM="14.173" PRESET="0" BleedTop="0" BleedLeft="0" BleedRight="0" BleedBottom="0" ORIENTATION="0" PAGESIZE="A2" FIRSTNUM="1" BOOK="0" AUTOSPALTEN="1" ABSTSPALTEN="11" UNITS="1" DFONT="Bitstream Charter Bold" DSIZE="12" DCOL="1" DGAP="0" TabFill="" TabWidth="36" AUTHOR="" COMMENTS="" KEYWORDS="" PUBLISHER="" DOCDATE="" DOCTYPE="" DOCFORMAT="" DOCIDENT="" DOCSOURCE="" DOCLANGINFO="" DOCRELATION="" DOCCOVER="" DOCRIGHTS="" DOCCONTRIB="" TITLE="" SUBJECT="" VHOCH="33" VHOCHSC="66" VTIEF="33" VTIEFSC="66" VKAPIT="75" BASEGRID="28" BASEO="0" AUTOL="20" UnderlinePos="-1" UnderlineWidth="-1" StrikeThruPos="-1" StrikeThruWidth="-1" GROUPC="21" HCMS="0" DPSo="0" DPSFo="0" DPuse="0" DPgam="0" DPbla="1" DPMo="Apple RGB" DPPr="Artifex CMYK SWOP Profile" DPIn="Apple RGB" DPInCMYK="Artifex CMYK SWOP Profile" DPIn2="Apple RGB" DPIn3="Artifex CMYK SWOP Profile" DISc="1" DIIm="0" ALAYER="0" LANGUAGE="English (USA)" MINWORDLEN="3" HYCOUNT="2" AUTOMATIC="1" AUTOCHECK="0" GUIDELOCK="0" SnapToGuides="0" SnapToGrid="0" MINGRID="20.0012598425197" MAJGRID="100.00062992126" SHOWGRID="0" SHOWGUIDES="0" showcolborders="1" SHOWFRAME="0" SHOWLAYERM="0" SHOWMARGIN="1" SHOWBASE="1" SHOWPICT="1" SHOWControl="0" SHOWLINK="0" rulerMode="1" showrulers="1" showBleed="1" rulerXoffset="0" rulerYoffset="0" GuideRad="10" GRAB="4" POLYC="4" POLYF="0.707106781186548" POLYR="0" POLYCUR="0" POLYFD="0" POLYS="0" AutoSave="1" AutoSaveTime="600000" ScratchBottom="20.0012598425197" ScratchLeft="100.00062992126" ScratchRight="100.00062992126" ScratchTop="20.0012598425197" GapHorizontal="0" GapVertical="39.9996850393701" StartArrow="0" EndArrow="0" PEN="Black" BRUSH="None" PENLINE="Black" PENTEXT="Black" StrokeText="Black" TextBackGround="None" TextLineColor="None" TextBackGroundShade="100" TextLineShade="100" TextPenShade="100" TextStrokeShade="100" STIL="1" STILLINE="1" WIDTH="1" WIDTHLINE="1" PENSHADE="100" LINESHADE="100" BRUSHSHADE="100" MAGMIN="10" MAGMAX="3200" MAGSTEP="200" CPICT="None" PICTSHADE="100" PICTSCX="1" PICTSCY="1" PSCALE="1" PASPECT="1" EmbeddedPath="0" HalfRes="1" dispX="1.245" dispY="1.245" constrain="15" MINORC="#00ff00" MAJORC="#00ff00" GuideC="#000080" BaseC="#c0c0c0" GuideZ="10" BACKG="1" PAGEC="#ffffff" MARGC="#0000ff" RANDF="0" currentProfile="PostScript">
        <CheckProfile Name="PDF 1.3" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="1" minResolution="144" maxResolution="2400" checkAnnotations="0" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <CheckProfile Name="PDF 1.4" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="0" minResolution="144" maxResolution="2400" checkAnnotations="0" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <CheckProfile Name="PDF 1.5" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="0" minResolution="144" maxResolution="2400" checkAnnotations="0" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <CheckProfile Name="PDF/X-1a" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="1" minResolution="144" maxResolution="2400" checkAnnotations="1" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <CheckProfile Name="PDF/X-3" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="1" minResolution="144" maxResolution="2400" checkAnnotations="1" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <CheckProfile Name="PostScript" ignoreErrors="0" autoCheck="1" checkGlyphs="1" checkOrphans="1" checkOverflow="1" checkPictures="1" checkResolution="1" checkTransparency="1" minResolution="144" maxResolution="2400" checkAnnotations="0" checkRasterPDF="1" checkForGIF="1" ignoreOffLayers="0" checkOffConflictLayers="0"/>
        <COLOR NAME="Black" CMYK="#000000ff" Spot="0" Register="0"/>
        <COLOR NAME="Blue" RGB="#0000ff" Spot="0" Register="0"/>
        <COLOR NAME="Cool Black" CMYK="#990000ff" Spot="0" Register="0"/>
        <COLOR NAME="Cyan" CMYK="#ff000000" Spot="0" Register="0"/>
        <COLOR NAME="Green" RGB="#00ff00" Spot="0" Register="0"/>
        <COLOR NAME="Magenta" CMYK="#00ff0000" Spot="0" Register="0"/>
        <COLOR NAME="Red" RGB="#ff0000" Spot="0" Register="0"/>
        <COLOR NAME="Registration" CMYK="#ffffffff" Spot="0" Register="1"/>
        <COLOR NAME="Rich Black" CMYK="#996666ff" Spot="0" Register="0"/>
        <COLOR NAME="Warm Black" CMYK="#00994cff" Spot="0" Register="0"/>
        <COLOR NAME="White" CMYK="#00000000" Spot="0" Register="0"/>
        <COLOR NAME="Yellow" CMYK="#0000ff00" Spot="0" Register="0"/>
        <HYPHEN/>
        <STYLE NAME="Default Paragraph Style" DefaultStyle="1" ALIGN="0" LINESPMode="0" LINESP="15" INDENT="0" RMARGIN="0" FIRST="0" VOR="0" NACH="0" DROP="0" DROPLIN="2" DROPDIST="0"/>
        <STYLE NAME="txt" LINESP="13" FONT="CentSchbook Mono BT Regular" FONTSIZE="10" LANGUAGE="English (USA)"/>
        <CHARSTYLE CNAME="Default Character Style" DefaultStyle="1" FONT="Bitstream Charter Bold" FONTSIZE="12" FEATURES="inherit" FCOLOR="Black" FSHADE="100" SCOLOR="Black" SSHADE="100" TXTSHX="5" TXTSHY="-5" TXTOUT="1" TXTULP="-0.1" TXTULW="-0.1" TXTSTP="-0.1" TXTSTW="-0.1" SCALEH="100" SCALEV="100" BASEO="0" KERN="0" LANGUAGE="English (USA)"/>
        <CHARSTYLE CNAME="bold" FONT="CentSchbook Mono BT Regular" FONTSIZE="10" FEATURES="outline" TXTSHX="5" TXTSHY="-5" TXTOUT="3" TXTULP="-0.1" TXTULW="-0.1" TXTSTP="-0.1" TXTSTW="-0.1" LANGUAGE="English (USA)"/>
        <CHARSTYLE CNAME="italic" FONT="Century Schoolbook L Italic" FONTSIZE="8" LANGUAGE="English (USA)"/>
        <LAYERS NUMMER="0" LEVEL="0" NAME="Background" SICHTBAR="1" DRUCKEN="1" EDIT="1" FLOW="1" TRANS="1" BLEND="0" OUTL="0" LAYERC="#000000"/>
        <Printer firstUse="1" toFile="1" useAltPrintCommand="1" outputSeparations="1" useSpotColors="1" useColor="1" mirrorH="1" mirrorV="1" useICC="1" doGCR="1" doClip="1" setDevParam="1" useDocBleeds="1" cropMarks="1" bleedMarks="1" registrationMarks="1" colorMarks="1" includePDFMarks="1" PSLevel="-4341827" PDLanguage="-4341827" markOffset="-2.08904532474536e+307" BleedTop="0" BleedLeft="0" BleedRight="0" BleedBottom="0" printer="" filename="" separationName="" printerCommand=""/>
        <PDF firstUse="0" Thumbnails="0" Articles="0" Bookmarks="0" Compress="1" CMethod="0" Quality="0" EmbedPDF="0" MirrorH="0" MirrorV="0" Clip="0" RotateDeg="0" PresentMode="0" RecalcPic="0" Grayscale="0" RGBMode="1" UseProfiles="0" UseProfiles2="0" Binding="0" PicRes="300" Resolution="300" Version="14" Intent="1" Intent2="0" SolidP="Apple RGB" ImageP="Apple RGB" PrintP="Artifex CMYK SWOP Profile" InfoString="" BTop="0" BLeft="0" BRight="0" BBottom="0" useDocBleeds="0" cropMarks="0" bleedMarks="0" registrationMarks="0" colorMarks="0" docInfoMarks="0" markOffset="0" ImagePr="0" PassOwner="" PassUser="" Permissions="-4" Encrypt="0" UseLayers="0" UseLpi="0" UseSpotColors="1" doMultiFile="0" displayBookmarks="0" displayFullscreen="0" displayLayers="0" displayThumbs="0" hideMenuBar="0" hideToolBar="0" fitWindow="0" PageLayout="0" openAction="">
            <Fonts Name="Bitstream Charter Bold"/>
            <Fonts Name="CentSchbook Mono BT Regular"/>
            <Fonts Name="Century Schoolbook L Italic"/>
            <Effekte pageEffectDuration="1" pageViewDuration="1" effectType="0" Dm="0" M="0" Di="0"/>
            <LPI Color="" Frequency="133" Angle="45" SpotFunction="3"/>
            <LPI Color="Black" Frequency="133" Angle="45" SpotFunction="3"/>
            <LPI Color="Cyan" Frequency="133" Angle="105" SpotFunction="3"/>
            <LPI Color="Magenta" Frequency="133" Angle="75" SpotFunction="3"/>
            <LPI Color="Yellow" Frequency="133" Angle="90" SpotFunction="3"/>
        </PDF>
        <DocItemAttributes/>
        <TablesOfContents/>
        <PageSets>
            <Set Name="Single Page" FirstPage="0" Rows="1" Columns="1"/>
            <Set Name="Double Sided" FirstPage="1" Rows="1" Columns="2">
                <PageNames Name="Left Page"/>
                <PageNames Name="Right Page"/>
            </Set>
            <Set Name="3-Fold" FirstPage="0" Rows="1" Columns="3">
                <PageNames Name="Left Page"/>
                <PageNames Name="Middle"/>
                <PageNames Name="Right Page"/>
            </Set>
            <Set Name="4-Fold" FirstPage="0" Rows="1" Columns="4">
                <PageNames Name="Left Page"/>
                <PageNames Name="Middle Left"/>
                <PageNames Name="Middle Right"/>
                <PageNames Name="Right Page"/>
            </Set>
        </PageSets>
        <Sections>
            <Section Number="0" Name="0" From="0" To="0" Type="Type_1_2_3" Start="1" Reversed="0" Active="1"/>
        </Sections>
        <MASTERPAGE PAGEXPOS="100.00062992126" PAGEYPOS="20.0012598425197" PAGEWIDTH="1190.55118110236" PAGEHEIGHT="1683.77952755906" BORDERLEFT="14.173" BORDERRIGHT="14.173" BORDERTOP="14.173" BORDERBOTTOM="14.173" NUM="0" NAM="Normal" MNAM="" Size="A2" Orientation="0" LEFT="0" PRESET="0" VerticalGuides="" HorizontalGuides="" AGhorizontalAutoGap="0" AGverticalAutoGap="0" AGhorizontalAutoCount="0" AGverticalAutoCount="0" AGhorizontalAutoRefer="0" AGverticalAutoRefer="0" AGSelection="0 0 0 0"/>
        <PAGE PAGEXPOS="100.00062992126" PAGEYPOS="20.0012598425197" PAGEWIDTH="1190.55118110236" PAGEHEIGHT="1683.77952755906" BORDERLEFT="14.173" BORDERRIGHT="14.173" BORDERTOP="14.173" BORDERBOTTOM="14.173" NUM="0" NAM="" MNAM="Normal" Size="A2" Orientation="0" LEFT="0" PRESET="0" VerticalGuides="" HorizontalGuides="" AGhorizontalAutoGap="0" AGverticalAutoGap="0" AGhorizontalAutoCount="0" AGverticalAutoCount="0" AGhorizontalAutoRefer="0" AGverticalAutoRefer="0" AGSelection="0 0 0 0"/>
        <FRAMEOBJECT OwnPage="-1" PTYPE="6" XPOS="139.02425197126" YPOS="950.75000004252" WIDTH="395.725748" HEIGHT="309.25" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMGROUP="2" GROUPS="1 2 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="1" fillRule="1" doOverprint="0" gXpos="0.5" gYpos="0.5" gWidth="396.725748" gHeight="310.25" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </FRAMEOBJECT>
        <FRAMEOBJECT OwnPage="-1" PTYPE="4" XPOS="157.25000000126" YPOS="968.50000004252" WIDTH="361.75" HEIGHT="285.9343307" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMGROUP="2" GROUPS="1 2 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="1" fillRule="1" doOverprint="0" gXpos="18.72574803" gYpos="18.25" gWidth="396.725748" gHeight="310.25" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 4: — interpretation"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="gold standard"/>
            <para PARENT="txt"/>
            <ITEXT CH="        --&gt; annotated test set"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="10-fold cross validation"/>
            <para PARENT="txt"/>
            <ITEXT CH="        taking 1000 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            training 800 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            test 100 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            val 100 tweets"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="compare to baseline scores"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - frequency-baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            you expect 80% of the tweets to be neutral(?)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - informative baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            i have a 60% chance that it will rain tomorrow"/>
            <para PARENT="txt"/>
            <ITEXT CH="            --&gt; your result need to be higher"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="otherwise --&gt; why do all the work?"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </FRAMEOBJECT>
        <FRAMEOBJECT OwnPage="-1" PTYPE="6" XPOS="138.52425197126" YPOS="950.25000004252" WIDTH="396.725748" HEIGHT="310.25" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Copy of Group13" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 310.25 396.726 310.25 396.726 310.25 396.726 310.25 0 310.25 0 310.25 0 310.25 0 310.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 310.25 396.726 310.25 396.726 310.25 396.726 310.25 0 310.25 0 310.25 0 310.25 0 310.25 0 0 0 0 " NUMGROUP="2" GROUPS="1 2 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="1" fillRule="1" doOverprint="0" gXpos="0" gYpos="0" gWidth="0" gHeight="0" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </FRAMEOBJECT>
        <FRAMEOBJECT OwnPage="-1" PTYPE="6" XPOS="139.02425197126" YPOS="950.75000004252" WIDTH="395.725748" HEIGHT="309.25" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMGROUP="2" GROUPS="3 4 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="1" fillRule="1" doOverprint="0" gXpos="0.5" gYpos="0.5" gWidth="396.725748" gHeight="310.25" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </FRAMEOBJECT>
        <FRAMEOBJECT OwnPage="-1" PTYPE="4" XPOS="157.25000000126" YPOS="968.50000004252" WIDTH="361.75" HEIGHT="285.9343307" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMGROUP="2" GROUPS="3 4 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="1" fillRule="1" doOverprint="0" gXpos="18.72574803" gYpos="18.25" gWidth="396.725748" gHeight="310.25" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 4: — interpretation"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="gold standard"/>
            <para PARENT="txt"/>
            <ITEXT CH="        --&gt; annotated test set"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="10-fold cross validation"/>
            <para PARENT="txt"/>
            <ITEXT CH="        taking 1000 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            training 800 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            test 100 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            val 100 tweets"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="compare to baseline scores"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - frequency-baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            you expect 80% of the tweets to be neutral(?)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - informative baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            i have a 60% chance that it will rain tomorrow"/>
            <para PARENT="txt"/>
            <ITEXT CH="            --&gt; your result need to be higher"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="otherwise --&gt; why do all the work?"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </FRAMEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1005.5" YPOS="782.838582677166" WIDTH="242.25" HEIGHT="295.486062824646" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group12" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="4" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 242.25 0 242.25 0 242.25 0 242.25 0 242.25 295.486 242.25 295.486 242.25 295.486 242.25 295.486 0 295.486 0 295.486 0 295.486 0 295.486 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 242.25 0 242.25 0 242.25 0 242.25 0 242.25 295.486 242.25 295.486 242.25 295.486 242.25 295.486 0 295.486 0 295.486 0 295.486 0 295.486 0 0 0 0 " NUMGROUP="1" GROUPS="6 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="905.99937007874" gYpos="762.338582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1005.5" YPOS="782.838582677166" WIDTH="242.25" HEIGHT="273.75" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group6" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 242.25 0 242.25 0 242.25 0 242.25 0 242.25 273.75 242.25 273.75 242.25 273.75 242.25 273.75 0 273.75 0 273.75 0 273.75 0 273.75 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 242.25 0 242.25 0 242.25 0 242.25 0 242.25 273.75 242.25 273.75 242.25 273.75 242.25 273.75 0 273.75 0 273.75 0 273.75 0 273.75 0 0 0 0 " NUMGROUP="2" GROUPS="7 6 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="905.99937007874" gYpos="762.338582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="1010" YPOS="914.083582719685" WIDTH="237.75" HEIGHT="142.50499995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="-300.786194197375" LOCALY="0.827716535432955" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-26 15:58:23.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 237.75 0 237.75 0 237.75 0 237.75 0 237.75 142.505 237.75 142.505 237.75 142.505 237.75 142.505 0 142.505 0 142.505 0 142.505 0 142.505 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 237.75 0 237.75 0 237.75 0 237.75 0 237.75 142.505 237.75 142.505 237.75 142.505 237.75 142.505 0 142.505 0 142.505 0 142.505 0 142.505 0 0 0 0 " NUMGROUP="2" GROUPS="7 6 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="0" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="910.49937007874" gYpos="893.583582719685" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="1005.5" YPOS="782.838582677166" WIDTH="227.25" HEIGHT="135.75" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-26 15:58:23.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 227.25 0 227.25 0 227.25 0 227.25 0 227.25 135.75 227.25 135.75 227.25 135.75 227.25 135.75 0 135.75 0 135.75 0 135.75 0 135.75 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 227.25 0 227.25 0 227.25 0 227.25 0 227.25 135.75 227.25 135.75 227.25 135.75 227.25 135.75 0 135.75 0 135.75 0 135.75 0 135.75 0 0 0 0 " NUMGROUP="2" GROUPS="7 6 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="0" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="905.99937007874" gYpos="762.338582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1012.39641729055" YPOS="1057.07751951181" WIDTH="20.92822835" HEIGHT="21.24712599" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMGROUP="1" GROUPS="6 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="912.895787369291" gYpos="1036.57751951181" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" CH="[1]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="696.75" YPOS="48.5885826771654" WIDTH="265" HEIGHT="1117.25" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 265 0 265 0 265 0 265 0 265 1117.25 265 1117.25 265 1117.25 265 1117.25 0 1117.25 0 1117.25 0 1117.25 0 1117.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 265 0 265 0 265 0 265 0 265 1117.25 265 1117.25 265 1117.25 265 1117.25 0 1117.25 0 1117.25 0 1117.25 0 1117.25 0 0 0 0 " NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="597.24937007874" gYpos="28.0885826771654" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="138.834645669291" YPOS="98.5130708661417" WIDTH="500.910354331969" HEIGHT="180.406220472441" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group73" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 500.91 0 500.91 0 500.91 0 500.91 0 500.91 180.406 500.91 180.406 500.91 180.406 500.91 180.406 0 180.406 0 180.406 0 180.406 0 180.406 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 500.91 0 500.91 0 500.91 0 500.91 0 500.91 180.406 500.91 180.406 500.91 180.406 500.91 180.406 0 180.406 0 180.406 0 180.406 0 180.406 0 0 0 0 " NUMGROUP="1" GROUPS="8 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="39.3340157480315" gYpos="78.0130708661417" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="138.834645669291" YPOS="98.5130708661417" WIDTH="498" HEIGHT="151.152283464567" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-21 20:12:11.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 498 0 498 0 498 0 498 0 498 151.152 498 151.152 498 151.152 498 151.152 0 151.152 0 151.152 0 151.152 0 151.152 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 498 0 498 0 498 0 498 0 498 151.152 498 151.152 498 151.152 498 151.152 0 151.152 0 151.152 0 151.152 0 151.152 0 0 0 0 " NUMGROUP="1" GROUPS="8 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="0" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="39.3340157480315" gYpos="78.0130708661417" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="158.24500000126" YPOS="254.414291381102" WIDTH="481.5" HEIGHT="24.5049999574803" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 481.5 0 481.5 0 481.5 0 481.5 0 481.5 24.505 481.5 24.505 481.5 24.505 481.5 24.505 0 24.505 0 24.505 0 24.505 0 24.505 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 481.5 0 481.5 0 481.5 0 481.5 0 481.5 24.505 481.5 24.505 481.5 24.505 481.5 24.505 0 24.505 0 24.505 0 24.505 0 24.505 0 0 0 0 " NUMGROUP="1" GROUPS="8 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="58.74437008" gYpos="233.914291381102" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" CH="[3]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="275.5" YPOS="313.415354330709" WIDTH="367.5" HEIGHT="487.75" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group71" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 367.5 0 367.5 0 367.5 0 367.5 0 367.5 487.75 367.5 487.75 367.5 487.75 367.5 487.75 0 487.75 0 487.75 0 487.75 0 487.75 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 367.5 0 367.5 0 367.5 0 367.5 0 367.5 487.75 367.5 487.75 367.5 487.75 367.5 487.75 0 487.75 0 487.75 0 487.75 0 487.75 0 0 0 0 " NUMGROUP="1" GROUPS="9 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="175.99937007874" gYpos="292.915354330709" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="276" YPOS="313.915354330709" WIDTH="360.5" HEIGHT="486.75" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 360.5 0 360.5 0 360.5 0 360.5 0 360.5 486.75 360.5 486.75 360.5 486.75 360.5 486.75 0 486.75 0 486.75 0 486.75 0 486.75 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 360.5 0 360.5 0 360.5 0 360.5 0 360.5 486.75 360.5 486.75 360.5 486.75 360.5 486.75 0 486.75 0 486.75 0 486.75 0 486.75 0 0 0 0 " NUMGROUP="1" GROUPS="9 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="176.49937007874" gYpos="293.415354330709" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="293" YPOS="331.665354330709" WIDTH="350" HEIGHT="457.5" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 350 0 350 0 350 0 350 0 350 457.5 350 457.5 350 457.5 350 457.5 0 457.5 0 457.5 0 457.5 0 457.5 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 350 0 350 0 350 0 350 0 350 457.5 350 457.5 350 457.5 350 457.5 0 457.5 0 457.5 0 457.5 0 457.5 0 0 0 0 " NUMGROUP="1" GROUPS="9 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="193.49937007874" gYpos="311.165354330709" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 2: — text-preperation"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="syntax"/>
            <ITEXT CH=":"/>
            <para PARENT="txt"/>
            <ITEXT CH="        tokenization/normalization (98%)*"/>
            <para PARENT="txt"/>
            <ITEXT CH="            simplest thing/important thing"/>
            <para PARENT="txt"/>
            <ITEXT CH="            identifying the units in your text"/>
            <para PARENT="txt"/>
            <ITEXT CH="                to read the punctuation, e.g.:"/>
            <para PARENT="txt"/>
            <ITEXT CH="                    - dr."/>
            <para PARENT="txt"/>
            <ITEXT CH="                    - This is a sentence."/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="lemmatization"/>
            <ITEXT CH=":"/>
            <para PARENT="txt"/>
            <ITEXT CH="        reduce wordforms to their dictionary item"/>
            <para PARENT="txt"/>
            <ITEXT CH="            is/been/was/be"/>
            <para PARENT="txt"/>
            <ITEXT CH="                --&gt; belongs to 'to be'"/>
            <para PARENT="txt"/>
            <ITEXT CH="            + plurals --&gt; singulars"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="syntactical"/>
            <ITEXT CH=":"/>
            <para PARENT="txt"/>
            <ITEXT CH="        part-of-speech tagging"/>
            <para PARENT="txt"/>
            <ITEXT CH="            important elements for object text-mining"/>
            <para PARENT="txt"/>
            <ITEXT CH="                --&gt; nouns"/>
            <para PARENT="txt"/>
            <ITEXT CH="            for subjective text-mining"/>
            <para PARENT="txt"/>
            <ITEXT CH="                --&gt; adjectives"/>
            <para PARENT="txt"/>
            <ITEXT CH="        word sense disambiguation"/>
            <para PARENT="txt"/>
            <ITEXT CH="            bank / bank"/>
            <para PARENT="txt"/>
            <ITEXT CH="                --&gt; river bank / money bank"/>
            <para PARENT="txt"/>
            <ITEXT CH="        semantic role labeling"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="pragmatics"/>
            <ITEXT CH=": (?)"/>
            <para PARENT="txt"/>
            <ITEXT CH="        named entity recognition"/>
            <para PARENT="txt"/>
            <ITEXT CH="        co-reference resolution (50%)*"/>
            <para PARENT="txt"/>
            <ITEXT CH="        "/>
            <tab/>
            <ITEXT CH="&lt;-- meaning output"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT FEATURES="inherit superscript" CH="*(% refers to accuracy)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="715.741062993386" YPOS="70.587519727559" WIDTH="239.758937006614" HEIGHT="1086.10665350079" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 239.759 0 239.759 0 239.759 0 239.759 0 239.759 1086.11 239.759 1086.11 239.759 1086.11 239.759 1086.11 0 1086.11 0 1086.11 0 1086.11 0 1086.11 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 239.759 0 239.759 0 239.759 0 239.759 0 239.759 1086.11 239.759 1086.11 239.759 1086.11 239.759 1086.11 0 1086.11 0 1086.11 0 1086.11 0 1086.11 0 0 0 0 " NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="616.240433072126" gYpos="50.087519727559" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="1" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT FONTSIZE="28" KERN="34" CH="PATTERN"/>
            <para PARENT="txt" ALIGN="0"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="# data mining "/>
            <ITEXT CH="(step 3)"/>
            <para PARENT="txt"/>
            <ITEXT CH="- a Google, Twitter and Wikipedia API"/>
            <para PARENT="txt"/>
            <ITEXT CH="- a web crawler"/>
            <para PARENT="txt"/>
            <ITEXT CH="- a HTML DOM parser"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="# natural language processing "/>
            <ITEXT CH="(step 2)"/>
            <para PARENT="txt"/>
            <ITEXT CH="- part-of-speech taggers"/>
            <para PARENT="txt"/>
            <ITEXT CH="- n-gram search"/>
            <para PARENT="txt"/>
            <ITEXT CH="- sentiment analysis"/>
            <para PARENT="txt"/>
            <ITEXT CH="- WordNet"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="# machine learning "/>
            <ITEXT CH="(step 4)"/>
            <para PARENT="txt"/>
            <ITEXT CH="- vector space model"/>
            <para PARENT="txt"/>
            <ITEXT CH="- clustering"/>
            <para PARENT="txt"/>
            <ITEXT CH="- SVM"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="# network analysis "/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="# &lt;canvas&gt; visualization"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[1]"/>
            <para PARENT="txt"/>
            <para/>
            <para/>
            <ITEXT CH="PATTERN modules:"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="pattern.web"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- url downloads"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- interval requests"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- search engine requests"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- use google translate"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- crawl "/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="wikipedia articles"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="fb comments + reactions"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="dbpedia"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="twitter"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="rss "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- parse HTML elements, PDFs"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- retrieve emails via imap"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- retrieve local information "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  (eg. tweets)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="pattern.db"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- built database"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- work with time/date"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="    pattern.en |es|de|fr|it|nl"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- text preperation"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- sentiment analysis tool"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- WordNet interface"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- wordlists interface"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="    pattern.search"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- a pattern matching system "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  similar to regular expres-"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  sions, that can be used to "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  search a string by "/>
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="syntax"/>
            <ITEXT CH=" "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  (word function) or by "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  "/>
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="semantics"/>
            <ITEXT CH=" (word meaning)."/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- eg.:('{NP} be * than {NP}')"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="    pattern.vector"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="- machine learning tools: "/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="- word count functions"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="- bag-of-word documents "/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="- a vector space model"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="- latent semantic analysis"/>
            <para PARENT="txt"/>
            <ITEXT CH=" "/>
            <tab/>
            <tab/>
            <ITEXT CH="    (context analysis)"/>
            <tab/>
            <tab/>
            <ITEXT CH=" "/>
            <tab/>
            <tab/>
            <ITEXT CH="- algorithms for "/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="  "/>
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="clustering"/>
            <ITEXT CH=" "/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="k-means (similar clusters)"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="hierarchical (nested clusters)"/>
            <ITEXT CH=" "/>
            <breakline/>
            <tab CPARENT="italic" FONTSIZE="10"/>
            <tab CPARENT="italic" FONTSIZE="10"/>
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="  "/>
            <ITEXT FONTSIZE="10" CH=" and"/>
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="  classification"/>
            <ITEXT CH=" "/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="NB (Naive Bayes) "/>
            <tab FEATURES="inherit superscript"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="KNN (k-nearest neighbor)"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="SLP (Single-layer perceptron)"/>
            <para PARENT="txt"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <tab FEATURES="inherit superscript"/>
            <ITEXT FEATURES="inherit superscript" CH="SVM (Support vector machine)"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="bold" CH="    pattern.graph "/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <para/>
            <ITEXT CPARENT="italic" CH="[1]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="5" XPOS="696" YPOS="396.188976377952" WIDTH="265.860948159972" HEIGHT="1" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="0" POCOOR="" NUMCO="0" COCOOR="" NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="596.49937007874" gYpos="375.688976377952" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1020.75" YPOS="482.338582677166" WIDTH="241.99500002126" HEIGHT="263.741062824645" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group11" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="4" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 241.995 0 241.995 0 241.995 0 241.995 0 241.995 263.741 241.995 263.741 241.995 263.741 241.995 263.741 0 263.741 0 263.741 0 263.741 0 263.741 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 241.995 0 241.995 0 241.995 0 241.995 0 241.995 263.741 241.995 263.741 241.995 263.741 241.995 263.741 0 263.741 0 263.741 0 263.741 0 263.741 0 0 0 0 " NUMGROUP="1" GROUPS="10 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="921.24937007874" gYpos="461.838582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1020.75" YPOS="482.338582677166" WIDTH="241.99500002126" HEIGHT="256.414291381102" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group5" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 241.995 0 241.995 0 241.995 0 241.995 0 241.995 256.414 241.995 256.414 241.995 256.414 241.995 256.414 0 256.414 0 256.414 0 256.414 0 256.414 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 241.995 0 241.995 0 241.995 0 241.995 0 241.995 256.414 241.995 256.414 241.995 256.414 241.995 256.414 0 256.414 0 256.414 0 256.414 0 256.414 0 0 0 0 " NUMGROUP="2" GROUPS="11 10 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="921.24937007874" gYpos="461.838582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="1026.99500002126" YPOS="603.588582677166" WIDTH="235.75" HEIGHT="135.164291381103" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="-312.333333333333" LOCALY="-7.11427815852994" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-26 15:57:53.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 235.75 0 235.75 0 235.75 0 235.75 0 235.75 135.164 235.75 135.164 235.75 135.164 235.75 135.164 0 135.164 0 135.164 0 135.164 0 135.164 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 235.75 0 235.75 0 235.75 0 235.75 0 235.75 135.164 235.75 135.164 235.75 135.164 235.75 135.164 0 135.164 0 135.164 0 135.164 0 135.164 0 0 0 0 " NUMGROUP="2" GROUPS="11 10 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="0" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="927.4943701" gYpos="583.088582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="1020.75" YPOS="482.338582677166" WIDTH="235.75" HEIGHT="119.607559055118" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-26 15:57:53.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 235.75 0 235.75 0 235.75 0 235.75 0 235.75 119.608 235.75 119.608 235.75 119.608 235.75 119.608 0 119.608 0 119.608 0 119.608 0 119.608 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 235.75 0 235.75 0 235.75 0 235.75 0 235.75 119.608 235.75 119.608 235.75 119.608 235.75 119.608 0 119.608 0 119.608 0 119.608 0 119.608 0 0 0 0 " NUMGROUP="2" GROUPS="11 10 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="0" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="921.24937007874" gYpos="461.838582677166" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1030.15141732055" YPOS="724.832519511811" WIDTH="20.92822835" HEIGHT="21.24712599" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMGROUP="1" GROUPS="10 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="930.650787399291" gYpos="704.332519511811" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" CH="[1]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="5" XPOS="849" YPOS="997.5" WIDTH="530.355541123123" HEIGHT="1" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="289.152389779404" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="0" POCOOR="" NUMCO="0" COCOOR="" NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="749.49937007874" gYpos="977" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="5" XPOS="937.5" YPOS="1087.5" WIDTH="301.317108707753" HEIGHT="1" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="282.652556500558" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="0" POCOOR="" NUMCO="0" COCOOR="" NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="837.99937007874" gYpos="1067" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="636.5" YPOS="1294" WIDTH="505.5" HEIGHT="296" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group83" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 505.5 0 505.5 0 505.5 0 505.5 0 505.5 296 505.5 296 505.5 296 505.5 296 0 296 0 296 0 296 0 296 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 505.5 0 505.5 0 505.5 0 505.5 0 505.5 296 505.5 296 505.5 296 505.5 296 0 296 0 296 0 296 0 296 0 0 0 0 " NUMGROUP="1" GROUPS="12 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="536.99937007874" gYpos="1273.5" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="2" XPOS="636.5" YPOS="1294" WIDTH="505.5" HEIGHT="296" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="0.75" LOCALSCY="0.75" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="Screenshot from 2015-07-21 20:11:52.png" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="0" EMBEDDED="0" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 505.5 0 505.5 0 505.5 0 505.5 0 505.5 296 505.5 296 505.5 296 505.5 296 0 296 0 296 0 296 0 296 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 505.5 0 505.5 0 505.5 0 505.5 0 505.5 296 505.5 296 505.5 296 505.5 296 0 296 0 296 0 296 0 296 0 0 0 0 " NUMGROUP="1" GROUPS="12 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="536.99937007874" gYpos="1273.5" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="659.07177165126" YPOS="1561.91822834252" WIDTH="20.9282283487402" HEIGHT="21.2471259881888" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMGROUP="1" GROUPS="12 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="559.57114173" gYpos="1541.41822834252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" CH="[3]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="705" YPOS="1606.8988976378" WIDTH="470.25" HEIGHT="90.7086614173229" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 470.25 0 470.25 0 470.25 0 470.25 0 470.25 90.7087 470.25 90.7087 470.25 90.7087 470.25 90.7087 0 90.7087 0 90.7087 0 90.7087 0 90.7087 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 470.25 0 470.25 0 470.25 0 470.25 0 470.25 90.7087 470.25 90.7087 470.25 90.7087 470.25 90.7087 0 90.7087 0 90.7087 0 90.7087 0 90.7087 0 0 0 0 " NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="605.49937007874" gYpos="1586.3988976378" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <para PARENT="txt"/>
            <ITEXT CH="sources"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[1] :  http://www.clips.ua.ac.be/pages/pattern"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2] : CLiPS - Guy de Pauw, Pattern workshop - Cqrrelations, January 2015"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[3] : Data Mining and Profiling in Large Databases, Bart Custers, Toon Calders, Bart Schermer, and Tal Zarsky (Eds.) (2013)"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="133.52425197126" YPOS="834.25000004252" WIDTH="396.725748" HEIGHT="310.24999995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group13" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 310.25 396.726 310.25 396.726 310.25 396.726 310.25 0 310.25 0 310.25 0 310.25 0 310.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 310.25 396.726 310.25 396.726 310.25 396.726 310.25 0 310.25 0 310.25 0 310.25 0 310.25 0 0 0 0 " NUMGROUP="1" GROUPS="13 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="34.0236220500001" gYpos="813.75000004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="134.02425197126" YPOS="834.75000004252" WIDTH="395.725748" HEIGHT="309.24999995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 309.25 395.726 309.25 395.726 309.25 395.726 309.25 0 309.25 0 309.25 0 309.25 0 309.25 0 0 0 0 " NUMGROUP="1" GROUPS="13 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="34.5236220500001" gYpos="814.25000004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="152.25" YPOS="852.50000004252" WIDTH="361.75000002126" HEIGHT="285.934330666142" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 361.75 0 361.75 0 361.75 0 361.75 0 361.75 285.934 361.75 285.934 361.75 285.934 361.75 285.934 0 285.934 0 285.934 0 285.934 0 285.934 0 0 0 0 " NUMGROUP="1" GROUPS="13 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="52.7493700787402" gYpos="832.00000004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 4: — interpretation"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="gold standard"/>
            <para PARENT="txt"/>
            <ITEXT CH="        --&gt; annotated test set"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="10-fold cross validation"/>
            <para PARENT="txt"/>
            <ITEXT CH="        taking 1000 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            training 800 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            test 100 tweets"/>
            <para PARENT="txt"/>
            <ITEXT CH="            val 100 tweets"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    "/>
            <ITEXT CPARENT="bold" CH="compare to baseline scores"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - frequency-baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            you expect 80% of the tweets to be neutral(?)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - informative baseline"/>
            <para PARENT="txt"/>
            <ITEXT CH="            i have a 60% chance that it will rain tomorrow"/>
            <para PARENT="txt"/>
            <ITEXT CH="            --&gt; your result need to be higher"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="otherwise --&gt; why do all the work?"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="205.76925197126" YPOS="1172.49500004252" WIDTH="396.725748" HEIGHT="307.50499995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group55" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 307.505 396.726 307.505 396.726 307.505 396.726 307.505 0 307.505 0 307.505 0 307.505 0 307.505 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 396.726 0 396.726 0 396.726 0 396.726 0 396.726 307.505 396.726 307.505 396.726 307.505 396.726 307.505 0 307.505 0 307.505 0 307.505 0 307.505 0 0 0 0 " NUMGROUP="1" GROUPS="14 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="106.26862205" gYpos="1151.99500004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="206.26925197126" YPOS="1172.99500004252" WIDTH="395.725748" HEIGHT="306.50499995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 306.505 395.726 306.505 395.726 306.505 395.726 306.505 0 306.505 0 306.505 0 306.505 0 306.505 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 395.726 0 395.726 0 395.726 0 395.726 0 395.726 306.505 395.726 306.505 395.726 306.505 395.726 306.505 0 306.505 0 306.505 0 306.505 0 306.505 0 0 0 0 " NUMGROUP="1" GROUPS="14 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="106.76862205" gYpos="1152.49500004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="219.5" YPOS="1190.74500004252" WIDTH="366.74500000126" HEIGHT="276.50499995748" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 366.745 0 366.745 0 366.745 0 366.745 0 366.745 276.505 366.745 276.505 366.745 276.505 366.745 276.505 0 276.505 0 276.505 0 276.505 0 276.505 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 366.745 0 366.745 0 366.745 0 366.745 0 366.745 276.505 366.745 276.505 366.745 276.505 366.745 276.505 0 276.505 0 276.505 0 276.505 0 276.505 0 0 0 0 " NUMGROUP="1" GROUPS="14 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="119.99937007874" gYpos="1170.24500004252" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 5: — Pattern in practise (actions)"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    &gt; ... as a maker of such tools, it has a site of "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="application that has not been intented. "/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="How do you see this, and where will there be talked "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="about certain issues?"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="    &lt; "/>
            <ITEXT CPARENT="bold" CH="three levels"/>
            <ITEXT CH=":"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - fundamental research"/>
            <para PARENT="txt"/>
            <ITEXT CH="            without any concrete applications"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CH="        - IWT* research center (applied)"/>
            <para PARENT="txt"/>
            <ITEXT CH="            develop research to improve problems in society"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="(AMiCA)"/>
            <para PARENT="txt"/>
            <tab/>
            <tab/>
            <ITEXT CH="        "/>
            <para PARENT="txt"/>
            <tab/>
            <ITEXT CH="  - industry sponsored efforts"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT FEATURES="inherit superscript" CH="* IWT, Agentschap voor Innovatie door Wetenschap en Technologie"/>
            <para PARENT="txt"/>
            <para PARENT="txt"/>
            <ITEXT CPARENT="italic" CH="[2]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="567.099960632677" YPOS="877.334645669291" WIDTH="154.23074802874" HEIGHT="36" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group74" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 154.231 0 154.231 0 154.231 0 154.231 0 154.231 36 154.231 36 154.231 36 154.231 36 0 36 0 36 0 36 0 36 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 154.231 0 154.231 0 154.231 0 154.231 0 154.231 36 154.231 36 154.231 36 154.231 36 0 36 0 36 0 36 0 36 0 0 0 0 " NUMGROUP="1" GROUPS="15 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="467.599330711417" gYpos="856.834645669291" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="567.599960632677" YPOS="877.834645669291" WIDTH="153.23074802874" HEIGHT="35" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="White" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 153.231 0 153.231 0 153.231 0 153.231 0 153.231 35 153.231 35 153.231 35 153.231 35 0 35 0 35 0 35 0 35 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 153.231 0 153.231 0 153.231 0 153.231 0 153.231 35 153.231 35 153.231 35 153.231 35 0 35 0 35 0 35 0 35 0 0 0 0 " NUMGROUP="1" GROUPS="15 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="468.099330711417" gYpos="857.334645669291" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="580.156417324094" YPOS="891.579645711811" WIDTH="129.674291337323" HEIGHT="21.2549999574802" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 129.674 0 129.674 0 129.674 0 129.674 0 129.674 21.255 129.674 21.255 129.674 21.255 129.674 21.255 0 21.255 0 21.255 0 21.255 0 21.255 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 129.674 0 129.674 0 129.674 0 129.674 0 129.674 21.255 129.674 21.255 129.674 21.255 129.674 21.255 0 21.255 0 21.255 0 21.255 0 21.255 0 0 0 0 " NUMGROUP="1" GROUPS="15 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="480.655787402835" gYpos="871.079645711811" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="Step 3: — data mining"/>
            <para PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="261.415354330709" YPOS="246.084645669291" WIDTH="241.125" HEIGHT="48.75" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 241.125 0 241.125 0 241.125 0 241.125 0 241.125 48.75 241.125 48.75 241.125 48.75 241.125 48.75 0 48.75 0 48.75 0 48.75 0 48.75 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 241.125 0 241.125 0 241.125 0 241.125 0 241.125 48.75 241.125 48.75 241.125 48.75 241.125 48.75 0 48.75 0 48.75 0 48.75 0 48.75 0 0 0 0 " NUMGROUP="0" GROUPS="" startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="161.914724409449" gYpos="225.584645669291" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="bold" FEATURES="inherit superscript" CH="(k"/>
            <ITEXT FEATURES="inherit superscript" CH="nowledge "/>
            <ITEXT CPARENT="bold" FEATURES="inherit superscript" CH="d"/>
            <ITEXT FEATURES="inherit superscript" CH="iscovery in "/>
            <ITEXT CPARENT="bold" FEATURES="inherit superscript" CH="d"/>
            <ITEXT FEATURES="inherit superscript" CH="ata)"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1052.91401574803" YPOS="1100.99338582677" WIDTH="214.080984273229" HEIGHT="187.590197352205" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group87" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="11" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 214.081 0 214.081 0 214.081 0 214.081 0 214.081 187.59 214.081 187.59 214.081 187.59 214.081 187.59 0 187.59 0 187.59 0 187.59 0 187.59 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 214.081 0 214.081 0 214.081 0 214.081 0 214.081 187.59 214.081 187.59 214.081 187.59 214.081 187.59 0 187.59 0 187.59 0 187.59 0 187.59 0 0 0 0 " NUMGROUP="1" GROUPS="16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="953.413385826771" gYpos="1080.49338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1052.91401574803" YPOS="1100.99338582677" WIDTH="214.080984273229" HEIGHT="165.094133870788" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group86" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="9" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 214.081 0 214.081 0 214.081 0 214.081 0 214.081 165.094 214.081 165.094 214.081 165.094 214.081 165.094 0 165.094 0 165.094 0 165.094 0 165.094 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 214.081 0 214.081 0 214.081 0 214.081 0 214.081 165.094 214.081 165.094 214.081 165.094 214.081 165.094 0 165.094 0 165.094 0 165.094 0 165.094 0 0 0 0 " NUMGROUP="2" GROUPS="17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="953.413385826771" gYpos="1080.49338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1074.25" YPOS="1113.49338582677" WIDTH="190.5" HEIGHT="79.2566141732282" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group76" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 190.5 0 190.5 0 190.5 0 190.5 0 190.5 79.2566 190.5 79.2566 190.5 79.2566 190.5 79.2566 0 79.2566 0 79.2566 0 79.2566 0 79.2566 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 190.5 0 190.5 0 190.5 0 190.5 0 190.5 79.2566 190.5 79.2566 190.5 79.2566 190.5 79.2566 0 79.2566 0 79.2566 0 79.2566 0 79.2566 0 0 0 0 " NUMGROUP="3" GROUPS="18 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="974.74937007874" gYpos="1092.99338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1074.75" YPOS="1113.99338582677" WIDTH="189.5" HEIGHT="62.5066141732282" RADRECT="0" FRTYPE="1" CLIPEDIT="0" PWIDTH="1" PCOLOR="White" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="189.5 31.2533 189.5 48.5147 94.75 62.5066 147.081 62.5066 94.75 62.5066 42.421 62.5066 0 31.2533 0 48.5147 0 31.2533 0 13.9926 94.75 0 42.421 0 94.75 0 147.081 0 189.5 31.2533 189.5 13.9926 " NUMCO="16" COCOOR="189.5 31.2533 189.5 48.5147 94.75 62.5066 147.081 62.5066 94.75 62.5066 42.421 62.5066 0 31.2533 0 48.5147 0 31.2533 0 13.9926 94.75 0 42.421 0 94.75 0 147.081 0 189.5 31.2533 189.5 13.9926 " NUMGROUP="3" GROUPS="18 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="975.24937007874" gYpos="1093.49338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1115" YPOS="1138.75" WIDTH="132.528188976378" HEIGHT="54" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 132.528 0 132.528 0 132.528 0 132.528 0 132.528 54 132.528 54 132.528 54 132.528 54 0 54 0 54 0 54 0 54 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 132.528 0 132.528 0 132.528 0 132.528 0 132.528 54 132.528 54 132.528 54 132.528 54 0 54 0 54 0 54 0 54 0 0 0 0 " NUMGROUP="3" GROUPS="18 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="1015.49937007874" gYpos="1118.25" gWidth="1191.55118110236" gHeight="1682" PSTYLE="txt" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="group similarities"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1052.91401574803" YPOS="1100.99338582677" WIDTH="128.988464588189" HEIGHT="155.086259855039" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group84" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 128.988 0 128.988 0 128.988 0 128.988 0 128.988 155.086 128.988 155.086 128.988 155.086 128.988 155.086 0 155.086 0 155.086 0 155.086 0 155.086 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 128.988 0 128.988 0 128.988 0 128.988 0 128.988 155.086 128.988 155.086 128.988 155.086 128.988 155.086 0 155.086 0 155.086 0 155.086 0 155.086 0 0 0 0 " NUMGROUP="3" GROUPS="19 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="953.413385826771" gYpos="1080.49338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1052.91401574803" YPOS="1100.99338582677" WIDTH="125.743464566929" HEIGHT="66.5026771653543" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 125.743 0 125.743 0 125.743 0 125.743 0 125.743 66.5027 125.743 66.5027 125.743 66.5027 125.743 66.5027 0 66.5027 0 66.5027 0 66.5027 0 66.5027 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 125.743 0 125.743 0 125.743 0 125.743 0 125.743 66.5027 125.743 66.5027 125.743 66.5027 125.743 66.5027 0 66.5027 0 66.5027 0 66.5027 0 66.5027 0 0 0 0 " NUMGROUP="3" GROUPS="19 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="953.413385826771" gYpos="1080.49338582677" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="clustering"/>
            <ITEXT CPARENT="italic" FONTSIZE="10" FEATURES="inherit superscript" CH=" unsupervised learning"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1056.15901573622" YPOS="1189.57696851181" WIDTH="125.7434646" HEIGHT="66.50267717" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 125.743 0 125.743 0 125.743 0 125.743 0 125.743 66.5027 125.743 66.5027 125.743 66.5027 125.743 66.5027 0 66.5027 0 66.5027 0 66.5027 0 66.5027 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 125.743 0 125.743 0 125.743 0 125.743 0 125.743 66.5027 125.743 66.5027 125.743 66.5027 125.743 66.5027 0 66.5027 0 66.5027 0 66.5027 0 66.5027 0 0 0 0 " NUMGROUP="3" GROUPS="19 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="956.65838581496" gYpos="1169.07696851181" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" FONTSIZE="10" CH="classification "/>
            <ITEXT CPARENT="italic" FONTSIZE="10" FEATURES="inherit superscript" CH="supervised learning"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1076.49500002126" YPOS="1202.58090552756" WIDTH="190.5" HEIGHT="63.5066141699999" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="0" PCOLOR="None" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="Group77" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="1" groupsLastItem="2" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 190.5 0 190.5 0 190.5 0 190.5 0 190.5 63.5066 190.5 63.5066 190.5 63.5066 190.5 63.5066 0 63.5066 0 63.5066 0 63.5066 0 63.5066 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 190.5 0 190.5 0 190.5 0 190.5 0 190.5 63.5066 190.5 63.5066 190.5 63.5066 190.5 63.5066 0 63.5066 0 63.5066 0 63.5066 0 63.5066 0 0 0 0 " NUMGROUP="3" GROUPS="20 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="976.9943701" gYpos="1182.08090552756" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="6" XPOS="1076.99500002126" YPOS="1203.08090552756" WIDTH="189.5" HEIGHT="62.50661417" RADRECT="0" FRTYPE="1" CLIPEDIT="0" PWIDTH="1" PCOLOR="White" PCOLOR2="Black" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="189.5 31.2533 189.5 48.5147 94.75 62.5066 147.081 62.5066 94.75 62.5066 42.421 62.5066 0 31.2533 0 48.5147 0 31.2533 0 13.9926 94.75 0 42.421 0 94.75 0 147.081 0 189.5 31.2533 189.5 13.9926 " NUMCO="16" COCOOR="189.5 31.2533 189.5 48.5147 94.75 62.5066 147.081 62.5066 94.75 62.5066 42.421 62.5066 0 31.2533 0 48.5147 0 31.2533 0 13.9926 94.75 0 42.421 0 94.75 0 147.081 0 189.5 31.2533 189.5 13.9926 " NUMGROUP="3" GROUPS="20 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="977.4943701" gYpos="1182.58090552756" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <trail/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1123.24499992126" YPOS="1223.83751952756" WIDTH="110.75500007874" HEIGHT="36.7550001574805" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 110.755 0 110.755 0 110.755 0 110.755 0 110.755 36.755 110.755 36.755 110.755 36.755 110.755 36.755 0 36.755 0 36.755 0 36.755 0 36.755 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 110.755 0 110.755 0 110.755 0 110.755 0 110.755 36.755 110.755 36.755 110.755 36.755 110.755 36.755 0 36.755 0 36.755 0 36.755 0 36.755 0 0 0 0 " NUMGROUP="3" GROUPS="20 17 16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="1023.74437" gYpos="1203.33751952756" gWidth="1191.55118110236" gHeight="1682" PSTYLE="txt" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CH="map into pre-"/>
            <para PARENT="txt"/>
            <ITEXT CH="defined classes"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
        <PAGEOBJECT OwnPage="0" PTYPE="4" XPOS="1085.63960626693" YPOS="1267.33645718898" WIDTH="20.92822835" HEIGHT="21.24712599" RADRECT="0" FRTYPE="0" CLIPEDIT="0" PWIDTH="1" PCOLOR="None" PCOLOR2="None" COLUMNS="1" COLGAP="0" NAMEDLST="" SHADE="100" SHADE2="100" GRTYP="0" ROT="0" PLINEART="1" PLINEEND="0" PLINEJOIN="0" LOCALSCX="1" LOCALSCY="1" LOCALX="0" LOCALY="0" PICART="1" PLTSHOW="0" BASEOF="0" textPathType="0" textPathFlipped="0" FLIPPEDH="0" FLIPPEDV="0" SCALETYPE="1" RATIO="1" PRINTABLE="1" ANNOTATION="0" ANNAME="" TEXTFLOWMODE="0" TEXTFLOW="0" TEXTFLOW2="0" TEXTFLOW3="0" AUTOTEXT="0" EXTRA="0" TEXTRA="0" BEXTRA="0" REXTRA="0" FLOP="0" PFILE="" PFILE2="" PFILE3="" PRFILE="" EPROF="" IRENDER="1" EMBEDDED="1" LOCK="0" LOCKR="0" REVERS="0" TransValue="0" TransValueS="0" TransBlend="0" TransBlendS="0" isTableItem="0" TopLine="0" LeftLine="0" RightLine="0" BottomLine="0" isGroupControl="0" NUMDASH="0" DASHS="" DASHOFF="0" NUMPO="16" POCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMCO="16" COCOOR="0 0 0 0 20.9282 0 20.9282 0 20.9282 0 20.9282 0 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 20.9282 21.2471 0 21.2471 0 21.2471 0 21.2471 0 21.2471 0 0 0 0 " NUMGROUP="1" GROUPS="16 " startArrowIndex="0" endArrowIndex="0" OnMasterPage="" ImageClip="" ImageRes="1" Pagenumber="0" isInline="0" fillRule="1" doOverprint="0" gXpos="986.138976345669" gYpos="1246.83645718898" gWidth="1191.55118110236" gHeight="1682" LAYER="0" BOOKMARK="0" NEXTITEM="-1" BACKITEM="-1">
            <ITEXT CPARENT="italic" CH="[3]"/>
            <trail PARENT="txt"/>
            <PageItemAttributes/>
        </PAGEOBJECT>
    </DOCUMENT>
</SCRIBUSUTF8NEW>
