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Commit e2a9071b authored by Davis King's avatar Davis King
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refined the guide

parent 0474b316
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docs/docs/ml_guide.svg
View file @ e2a9071b
......@@ -13,7 +13,7 @@
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<tspan
x="676.53998"
y="415.03601"
id="tspan186">Are you trying</tspan>
id="tspan186"
y="125.04983"
x="242.22575">Are you trying</tspan>
<tspan
x="676.53998"
y="431.03601"
id="tspan188">to rank order</tspan>
id="tspan188"
y="134.87511"
x="242.22575">to rank order</tspan>
<tspan
x="676.53998"
y="447.03601"
id="tspan190">something?</tspan>
id="tspan190"
y="144.70042"
x="242.22575">something?</tspan>
</text>
</g>
<ellipse
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sodipodi:rx="73.349998"
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<tspan
x="229.94527"
y="-60.327778"
x="229.95102"
y="-61.023891"
id="tspan584-7">Do you just want</tspan>
<tspan
x="229.94527"
y="-51.395267"
x="229.95102"
y="-51.198128"
id="tspan586-0">to visualize or</tspan>
<tspan
x="229.94527"
y="-42.462646"
x="229.95102"
y="-41.372246"
id="tspan588-8">simplify your data?</tspan>
</text>
<ellipse
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sodipodi:cy="115.141"
sodipodi:cx="480.77301"
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<tspan
id="tspan38"
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x="132.92361">Predicting a</tspan>
<tspan
id="tspan40"
y="-34.315956"
x="132.92361">true or false label?</tspan>
</text>
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<text
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<tspan
id="tspan50"
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x="35.225433">Number of</tspan>
<tspan
id="tspan52"
y="-79.580498"
x="35.225433">features</tspan>
<tspan
id="tspan54"
y="-69.755203"
x="35.225433">&lt; 100</tspan>
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<tspan
id="tspan314"
y="-163.0201"
x="56.171741">Do you have</tspan>
<tspan
id="tspan316"
y="-153.19511"
x="56.171741">labeled data?</tspan>
</text>
<ellipse
sodipodi:ry="44.966499"
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sodipodi:cy="471.90701"
sodipodi:cx="1072.4301"
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<tspan
id="tspan718"
y="185.43614"
x="463.2196">Are you trying to make</tspan>
<tspan
id="tspan720"
y="195.26143"
x="463.2196">a BIO or BILOU tagger?</tspan>
</text>
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sodipodi:rx="108.627"
sodipodi:cy="367.23001"
sodipodi:cx="947.14301"
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rx="108.627"
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<tspan
id="tspan706"
y="126.9996"
x="393.28311">A chain structured graph?</tspan>
<tspan
id="tspan708"
y="136.82491"
x="393.28311">(e.g. words in a sentence)</tspan>
</text>
<ellipse
sodipodi:ry="53.757"
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<tspan
id="tspan694"
y="101.28244"
x="505.21649">Binary labels on</tspan>
<tspan
id="tspan696"
y="111.10773"
x="505.21649">nodes in a graph?</tspan>
</text>
<ellipse
sodipodi:ry="37.848301"
sodipodi:rx="95.698799"
sodipodi:cy="153.136"
sodipodi:cx="1133.98"
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<tspan
id="tspan682"
y="7.4804158"
x="497.56744">Predicting the labels</tspan>
<tspan
id="tspan684"
y="17.305714"
x="497.56744">of nodes in a graph?</tspan>
</text>
<ellipse
sodipodi:ry="39.824699"
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sodipodi:cx="1147.3101"
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<text
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<tspan
id="tspan776"
y="-69.278564"
x="505.00983">Trying to solve an</tspan>
<tspan
id="tspan778"
y="-59.453266"
x="505.00983">assignment problem?</tspan>
</text>
<ellipse
sodipodi:ry="52.169399"
sodipodi:rx="90.721298"
sodipodi:cy="21.698601"
sodipodi:cx="916.08698"
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<text
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font-size="12.8">
<tspan
id="tspan652"
y="-65.895256"
x="375.89822">Do you want to detect</tspan>
<tspan
id="tspan654"
y="-56.069958"
x="375.89822">objects in images?</tspan>
</text>
<ellipse
sodipodi:ry="52.924599"
sodipodi:rx="69.428101"
sodipodi:cy="248.91901"
sodipodi:cx="388.79599"
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rx="69.428101"
cy="248.91901"
cx="388.79599"
style="fill:#ffffff;stroke:#000057;stroke-width:2.02217174;stroke-miterlimit:4;stroke-opacity:1;stroke-dasharray:none"
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<text
id="text70"
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font-size="12.8">
<tspan
id="tspan72"
y="30.471813"
x="81.566788">Predicting a</tspan>
<tspan
id="tspan74"
y="40.297112"
x="81.566788">categorial label?</tspan>
</text>
<ellipse
sodipodi:ry="50.369301"
sodipodi:rx="87.3871"
sodipodi:cy="260.173"
sodipodi:cx="607.37903"
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rx="87.3871"
cy="260.173"
cx="607.37903"
style="fill:#ffffff;stroke:#000057;stroke-width:2.02217174;stroke-miterlimit:4;stroke-opacity:1;stroke-dasharray:none"
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<text
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<tspan
id="tspan88"
y="36.754421"
x="203.592">Predicting a</tspan>
<tspan
id="tspan90"
y="46.57972"
x="203.592">continuous quantity?</tspan>
</text>
<ellipse
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sodipodi:rx="84.261497"
sodipodi:cy="381.37201"
sodipodi:cx="456.285"
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font-size="12.8">
<tspan
id="tspan624"
y="99.501808"
x="119.22381">Is this a time-series</tspan>
<tspan
id="tspan626"
y="109.3271"
x="119.22381">or online prediction</tspan>
<tspan
id="tspan628"
y="119.1524"
x="119.22381">problem?</tspan>
</text>
<ellipse
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sodipodi:cx="246.04601"
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font-size="12.8">
<tspan
id="tspan244"
y="191.48489"
x="1.8644637">&lt; 20K</tspan>
<tspan
id="tspan246"
y="201.31018"
x="1.8644637">Samples</tspan>
</text>
<ellipse
sodipodi:ry="50.7813"
sodipodi:rx="74.756798"
sodipodi:cy="410.32901"
sodipodi:cx="-12.1066"
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font-size="12.8">
<tspan
id="tspan502"
y="120.57986"
x="-142.25749">Do you know how</tspan>
<tspan
id="tspan504"
y="130.40517"
x="-142.25749">many categories?</tspan>
</text>
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font-size="12.8">
<tspan
id="tspan104"
y="44.578968"
x="-40.896629">Do you have</tspan>
<tspan
id="tspan106"
y="54.404266"
x="-40.896629">labeled data?</tspan>
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font-size="12.8">
<tspan
id="tspan462"
y="-27.982548"
x="-118.37241">Number of</tspan>
<tspan
id="tspan464"
y="-18.157249"
x="-118.37241">features</tspan>
<tspan
id="tspan466"
y="-8.3319483"
x="-118.37241">&lt; 100</tspan>
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<tspan
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<tspan
id="tspan140"
y="-84.69133"
x="-171.06696">Samples</tspan>
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<tspan
id="tspan330"
y="-174.43925"
x="-70.894669">Are you trying</tspan>
<tspan
id="tspan332"
y="-164.61395"
x="-70.894669">to label things</tspan>
<tspan
id="tspan334"
y="-154.78845"
x="-70.894669">as anomalous</tspan>
<tspan
id="tspan336"
y="-144.96317"
x="-70.894669">vs. normal?</tspan>
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font-size="12.8">
<tspan
id="tspan366"
y="-239.18478"
x="-137.57405">&lt; 20K</tspan>
<tspan
id="tspan368"
y="-229.3595"
x="-137.57405">Samples</tspan>
</text>
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font-size="12.8">
<tspan
id="tspan390"
y="-246.3243"
x="-53.640491">Go get</tspan>
<tspan
id="tspan392"
y="-236.49899"
x="-53.640491">labels!</tspan>
</text>
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sodipodi:ry="35.899101"
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ry="35.899101"
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font-size="12.8">
<tspan
id="tspan288"
y="-184.37718"
x="151.21013">&lt; 5K</tspan>
<tspan
id="tspan290"
y="-174.55186"
x="151.21013">Samples</tspan>
</text>
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sodipodi:ry="39.676899"
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sodipodi:cx="676.37598"
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<tspan
id="tspan896"
y="-156.70511"
x="242.08797">Do you have</tspan>
<tspan
id="tspan898"
y="-146.87982"
x="242.08797">two views of</tspan>
<tspan
id="tspan900"
y="-137.0545"
x="242.08797">your data?</tspan>
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