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mcnulty final
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license: mit |
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Actual,Predicted,Confidence_normalized,imgUrl | |
0,0,0.014955142,http://www.redblossomtea.com/media/catalog/product/cache/1/image/9df78eab33525d08d6e5fb8d27136e95/b/a/ba-100-1.jpg | |
1,0,0.199559333, | |
1,1,0.594591007, | |
2,0,0, | |
2,2,0.682210652, | |
3,0,0.347541547, | |
3,1,0.652952275, | |
3,3,0.386802151, | |
4,0,0.534413801, | |
4,4,0.770168054, | |
5,0,1, | |
5,5,0.345548961, | |
6,0,0.346621013, | |
7,0,0.573602484, | |
7,4,0.726804982, | |
7,7,0.524313313, | |
0,1,0.573602484, |
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Actual,Predicted,Confidence_normalized | |
0,0,0.299697933 | |
0,4,1 | |
0,5,0.432652726 | |
0,6,0.443227392 | |
0,7,0.455102805 | |
0,3,0.444684024 | |
0,2,0.403101826 | |
4,0,0.406487648 | |
4,4,0 | |
4,5,0.284477277 | |
4,6,0.280719094 | |
4,7,0.274893436 | |
4,3,0.496643319 | |
4,2,0.293679153 | |
5,0,0.433716002 | |
5,4,0.998369998 | |
5,5,0.207986847 | |
5,6,0.416305338 | |
5,7,0.460646308 | |
5,3,0.540239246 | |
5,2,0.45308161 | |
6,0,0.434879403 | |
6,4,0.445326549 | |
6,5,0.390645314 | |
6,6,0.340528373 | |
6,7,0.383087459 | |
6,3,0.427022749 | |
6,2,0.383897373 | |
7,0,0.402489556 | |
7,4,0.816825521 | |
7,5,0.368983821 | |
7,6,0.361731407 | |
7,7,0.351746564 | |
7,3,0.554670263 | |
7,2,0.390133064 | |
3,0,0.43355172 | |
3,4,0.74111397 | |
3,5,0.539503192 | |
3,6,0.419981066 | |
3,7,0.42367371 | |
3,3,0.03655673 | |
3,2,0.378642669 | |
2,0,0.40272688 | |
2,4,0.575995781 | |
2,5,0.390469475 | |
2,6,0.354191033 | |
2,7,0.345439347 | |
2,3,0.441281112 | |
2,2,0.278624636 |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<html> | |
<head> | |
<style> | |
rect.bordered { | |
stroke: #E6E6E6; | |
stroke-width:2px; | |
} | |
text.mono { | |
font-size: 9pt; | |
font-family: Consolas, courier; | |
//fill: #aaa; | |
} | |
text.axis-workweek { | |
fill: #000; | |
} | |
text.axis-worktime { | |
fill: #000; | |
} | |
#tooltip { | |
position: absolute; | |
z-index: 10; | |
visibility: hidden; /* Change this to hide and show */ | |
background-color: #f7f7f7; | |
padding: 3px 12px; | |
font-family: sans-serif; | |
border: 1px solid #bbbbbb; | |
box-shadow: 1px 1px 4px #bbbbbb; | |
} | |
.tooltip_title { | |
font-weight: bold; | |
font-size: 14px; | |
margin: 5px 0; | |
max-width: 300px; | |
word-wrap: normal; | |
} | |
.tooltip_body { | |
font-weight: normal; | |
margin: 5px 0; | |
} | |
.tooltip_img { | |
max-width: 240px; | |
} | |
</style> | |
<script src="http://d3js.org/d3.v3.js"></script> | |
</head> | |
<body> | |
<div id="tooltip"></div> | |
<div id="chart"></div> | |
<div id="dataset-picker"> | |
</div> | |
<script type="text/javascript"> | |
var margin = { top: 85, right: 0, bottom: 100, left: 100 }, | |
width = 960 - margin.left - margin.right, | |
height = 500 - margin.top - margin.bottom, | |
gridSize = Math.floor(width / 24), | |
legendElementWidth = gridSize, | |
buckets = 5, | |
colors = ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#253494","#081d58"], // alternatively colorbrewer.YlGnBu[9] | |
Actual = ["Anger", "Contempt", "Neutral", "Surprise", "Disgust", "Fear", "Happiness","Sadness"], | |
Predicted = [ "Anger", "Contempt", "Neutral", "Surprise", "Disgust", "Fear", "Happiness", "Sadness"]; | |
datasets = ["FisherFace_CK", "SVM_CK","RandomForestCK","MLP_CK","FisherFace_Kaggle"]; | |
var svg = d3.select("#chart").append("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
var ActualLabels = svg.selectAll(".ActualLabel") | |
.data(Actual) | |
.enter().append("text") | |
.text(function (d) { return d; }) | |
.attr("x", 0) | |
.attr("y", function (d, i) { return i * gridSize; }) | |
.style("text-anchor", "end") | |
.attr("transform", "translate(-7," + gridSize / 1.5 + ")") | |
.attr("class", function (d, i) { return ((i >= 0 && i <= 4) ? "ActualLabel mono axis axis-workweek" : "ActualLabel mono axis"); }); | |
var PredictedLabels = svg.selectAll(".PredictedLabel") | |
.data(Predicted) | |
.enter() | |
.append("g") | |
.attr("transform", function(d, i) { | |
return "translate(" + [i * gridSize + gridSize / 2, 0] + ")rotate(-45)"; | |
}) | |
.append("text") | |
.text(function(d) { return d; }) | |
.attr("x", 1 ) | |
.attr("y", -4) | |
// .style("text-anchor", "center") | |
.attr("class", function(d, i) { return ((i >= 7 && i <= 16) ? "PredictedLabel mono axis axis-worktime" : "PredictedLabel mono axis"); }); | |
var heatmapChart = function(tsvFile) { | |
d3.csv(tsvFile, | |
function(d) { | |
return { | |
Actual: +d.Actual, | |
Predicted: +d.Predicted, | |
Confidence_normalized: +d.Confidence_normalized, | |
imgUrl: d.imgUrl | |
}; | |
}, | |
function(error, data) { | |
var colorScale = d3.scale.quantile() | |
.domain([0, d3.max(data, function (d) { return d.Confidence_normalized; })]) | |
.range(colors); | |
svg.selectAll("rect").remove(); | |
var cards = svg.selectAll(".Predicted") | |
.data(data, function(d) {return d.Actual+':'+d.Predicted;}); | |
cards.append("title"); | |
cards.enter().append("rect") | |
.attr("x", function(d) { return (d.Predicted ) * gridSize; }) | |
.attr("y", function(d) { return (d.Actual) * gridSize; }) | |
.attr("rx", 4) | |
.attr("ry", 4) | |
.attr("class", "hour bordered") | |
.attr("width", gridSize) | |
.attr("height", gridSize) | |
.style("fill", colors[0]) | |
.on("mouseover", function(d, i) { | |
console.log(d); | |
tooltip.html(""); | |
tooltip.append("h3").attr("class", "tooltip_title"); | |
tooltip.append("img").attr("class", "tooltip_img"); | |
tooltip.select(".tooltip_title") | |
//.text("TODO Title"); | |
tooltip.select("img") | |
.attr("src", d.imgUrl); | |
tooltip.append("pre").attr("class", "tooltip_body"); | |
tooltip.select(".tooltip_body") | |
.text("Confidence: " + d.Confidence_normalized + "\n"); | |
return tooltip.style("visibility", "visible"); | |
}) | |
.on("mousemove", function(d) { | |
return tooltip.style("top", (d3.event.pageY-52) + "px").style("left", (d3.event.pageX+18) + "px"); | |
}) | |
.on("mouseout", function() { | |
return tooltip.style("visibility", "hidden"); | |
}); | |
cards.transition().duration(1000) | |
.style("fill", function(d) { return colorScale(d.Confidence_normalized); }); | |
cards.select("title").text(function(d) { return d.Confidence_normalized; }); | |
cards.exit().remove(); | |
var legend = svg.selectAll(".legend") | |
.data([].concat(colorScale.quantiles()), function(d) { return d; }); | |
legend.enter().append("g") | |
.attr("class", "legend"); | |
legend.append("rect") | |
.attr("x", function(d, i) { return legendElementWidth * i; }) | |
.attr("y", height) | |
.attr("width", legendElementWidth) | |
.attr("stroke", "grey") | |
.attr("height", gridSize / 2) | |
.style("fill", function(d, i) { return colors[i]; }); | |
var legendFormatter = d3.format(".2n"); | |
legend.append("text") | |
.attr("class", "mono") | |
.text(function(d) { return legendFormatter(d); }) | |
.attr("x", function(d, i) { return legendElementWidth * i; }) | |
.attr("y", height + gridSize); | |
legend.exit().remove(); | |
}); | |
}; | |
heatmapChart(datasets[0]); | |
var datasetpicker = d3.select("#dataset-picker").selectAll(".dataset-button") | |
.data(datasets); | |
datasetpicker.enter() | |
.append("input") | |
.attr("value", function(d){ return d }) | |
.attr("type", "button") | |
.attr("class", "dataset-button") | |
.on("click", function(d) { | |
heatmapChart(d); | |
}) | |
var tooltip = d3.select("div#tooltip") | |
.style("visibility", "hidden"); | |
svg.append("text") | |
.attr("x", 150) | |
.attr("y", -60) | |
.attr("text-anchor", "middle") | |
.style("font-size", "18px") | |
.style("font-family", "Consolas, courier") | |
.style("text-decoration", "bold") | |
.text("Predicted Emotion"); | |
svg.append("text") | |
.attr("x", -145) | |
.attr("y", -90) | |
.attr("text-anchor", "middle") | |
.style("font-size", "18px") | |
.attr("transform", function(d, i) { | |
return "translate(" + [i * gridSize + gridSize / 2, 0] + ")rotate(-90)"; | |
}) | |
.style("font-family", "Consolas, courier") | |
.style("text-decoration", "bold") | |
.text("Image Label"); | |
svg.append("text") | |
.attr("x", -45) | |
.attr("y", 325) | |
.attr("text-anchor", "middle") | |
.style("font-size", "14px") | |
.attr("transform", function(d, i) { | |
//return "translate(" + [i * gridSize + gridSize / 2, 0] + ")rotate(-90)"; | |
}) | |
.style("font-family", "Consolas, courier") | |
.style("text-decoration", "bold") | |
.text("Confidence:"); | |
</script> | |
</body> | |
</html> |
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Actual,Predicted,Confidence_normalized | |
0,0,0.91198209276272102 | |
0,1,0.0077302262045740944 | |
0,2,0.03615994455938059 | |
0,3,0.029360000646310308 | |
0,4,0.005914453211335143 | |
0,5,3.6483864158022061e-07 | |
0,6,0.0087721006761341275 | |
0,7,8.0818536123535484e-05 | |
1,0,0.43003709748750424 | |
1,1,0.50650413102563752 | |
1,2,0.010573144260419115 | |
1,3,3.8140715586186304e-07 | |
1,4,1.6459723279490767e-07 | |
1,5,5.7437678665906779e-07 | |
1,6,0.052228386621377819 | |
1,7,0.0006561229852089424 | |
2,0,0.59333201699999993 | |
2,1,1.1922666666840036e-09 | |
2,2,0.40398995600666665 | |
2,3,9.1336758339684996e-09 | |
2,4,6.1533333475516954e-07 | |
2,5,1.9346099066666673e-09 | |
2,6,2.3500000696159836e-07 | |
2,7,0.0026771634782533998 | |
3,0,0.10261598016696556 | |
3,1,0.083577438164286172 | |
3,2,0.0066559326595120472 | |
3,3,0.77456624995095236 | |
3,4,0.00053651401111349552 | |
3,5,2.5838810079841564e-05 | |
3,6,0.027239993185873848 | |
3,7,0.0047820526001952617 | |
4,0,0.42230655868888889 | |
4,1,2.2112234380123178e-06 | |
4,2,0.090644937752781859 | |
4,3,3.0462111167612452e-08 | |
4,4,0.096841737222222224 | |
4,5,0.20815630691910508 | |
4,6,0.18129800815201527 | |
4,7,0.00075021602511240017 | |
5,0,0.00075926168977166416 | |
5,1,9.5879855039285395e-05 | |
5,2,0.001217040768870953 | |
5,3,0.00057354872501025962 | |
5,4,3.4432880135887489e-07 | |
5,5,0.91516353008333329 | |
5,6,0.041705396431451804 | |
5,7,0.040485003090655135 | |
6,0,0.49986023287440301 | |
6,1,0.2015880478466951 | |
6,2,0.00013988758853105543 | |
6,3,4.2707220853960002e-11 | |
6,4,6.0518560166017e-10 | |
6,5,5.4202100912281705e-11 | |
6,6,0.29841182779856579 | |
6,7,2.1474912302759722e-09 | |
7,0,0.10955740190354224 | |
7,1,0.0344178986902057 | |
7,2,0.021711266702719698 | |
7,3,1.4173689193393909e-08 | |
7,4,0.024307453709982649 | |
7,5,3.5602406537495211e-09 | |
7,6,0.027812665189238174 | |
7,7,0.78219329451724584 |
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Actual,Predicted,Confidence_normalized | |
0,0,0.663421052632 | |
1,0,0.578125 | |
2,0,0.709166666667 | |
3,0,0.440952380952 | |
4,0,0.533888888889 | |
5,0,0.400476190476 | |
5,5,0.343333333333 | |
6,0,0.6085 | |
7,0,0.406086956522 | |
7,7,0.353333333333 |
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Actual,Predicted,Confidence_normalized,imgUrl | |
0,0,0.79359217878947375 | |
0,1,0.045314406754385923 | |
0,2,0.034156341631578935 | |
0,3,0.030410056368421045 | |
0,4,0.015635139894736839 | |
0,5,0.012521239666666675 | |
0,6,0.035412914517543845 | |
0,7,0.032957722403508763 | |
1,0,0.43124483556249987 | |
1,1,0.34074230962500002 | |
1,2,0.040777015187499994 | |
1,3,0.040159710374999998 | |
1,4,0.016789129437500001 | |
1,5,0.015118788250000001 | |
1,6,0.081709983250000007 | |
1,7,0.033458228312500005 | |
2,0,0.65414181816666661 | |
2,1,0.028309247666666666 | |
2,2,0.14355844966666667 | |
2,3,0.012650853000000002 | |
2,4,0.019639656333333335 | |
2,5,0.027755638833333332 | |
2,6,0.011100898666666666 | |
2,7,0.10284343783333333 | |
3,0,0.13597165933333333 | |
3,1,0.052982843571428573 | |
3,2,0.031067408333333334 | |
3,3,0.6901277690952381 | |
3,4,0.019192391999999999 | |
3,5,0.017385797047619049 | |
3,6,0.038150698142857146 | |
3,7,0.015121432428571427 | |
4,0,0.43720568799999998 | |
4,1,0.0295705 | |
4,2,0.03768636344444444 | |
4,3,0.011608452333333331 | |
4,4,0.29983264655555558 | |
4,5,0.057066402111111109 | |
4,6,0.062217017222222219 | |
4,7,0.064812930222222218 | |
5,0,0.064609245916666669 | |
5,1,0.031805982708333326 | |
5,2,0.027477513291666662 | |
5,3,0.031316259416666672 | |
5,4,0.016681497083333333 | |
5,5,0.7941782727083333 | |
5,6,0.017256496666666666 | |
5,7,0.016674732333333334 | |
6,0,0.46978566410000006 | |
6,1,0.17150032420000003 | |
6,2,0.020823560800000002 | |
6,3,0.031246785399999998 | |
6,4,0.037168016200000001 | |
6,5,0.010641271800000001 | |
6,6,0.21393400220000003 | |
6,7,0.044900375799999996 | |
7,0,0.13365087765517245 | |
7,1,0.040840696344827586 | |
7,2,0.018095903862068968 | |
7,3,0.015459458862068967 | |
7,4,0.040979790206896551 | |
7,5,0.0073733630344827586 | |
7,6,0.039498268793103447 | |
7,7,0.90410164127586228 |
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