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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<title>Probability Response</title> | |
<meta http-equiv="X-UA-Compatible" content="IE=11"> | |
<style> | |
body { | |
font: 24px play; | |
width: 700px; | |
height: 700px; | |
} | |
.button { | |
font-family: Play; | |
color: #ffffff; | |
font-size: 24px; | |
text-align: center; | |
display: inline-block; | |
-webkit-user-select: none; | |
width: 5.2%; | |
background: #303030; | |
padding: 10px 20px 10px 20px; | |
} | |
.button:hover { | |
background: #4c4d4d; | |
cursor:default; | |
} | |
div#area2{ | |
position:relative; | |
left: 800px; | |
top: -953px; | |
} | |
</style> | |
<div id="area1"></div> | |
<div id="area2"></div> | |
<body style="overflow: hidden"> | |
<script src="https://d3js.org/d3.v3.min.js"></script> | |
<script> | |
var url = "roc.tsv"; | |
d3.tsv(url, function (error, rawData) { | |
var data = rawData.map(function (d) { | |
return { X: +d.fpr, Y: +d.tpr} | |
}); | |
var xExtents = d3.extent(data, function (d) { return +d.X; }); | |
var yExtents = d3.extent(data, function (d) { return +d.Y; }); | |
var maxExtent = d3.max( | |
xExtents.concat(xExtents), function (d) { return Math.abs(d); }); | |
var xmaxExtent = d3.max(xExtents); | |
var ymaxExtent = d3.max(yExtents); | |
var xminExtent = d3.min(xExtents); | |
var yminExtent = d3.min(yExtents); | |
var graphWidth = 700, graphHeight = 700; | |
var radius = 5; | |
var margins = { left: 50, top: 150, right: 50, bottom: 100 }; | |
var axisPadding = 3; | |
var totalHeight = graphHeight + margins.top + margins.bottom; | |
var totalWidth = graphWidth + margins.left + margins.right; | |
var scale = d3.scale.linear() | |
.domain([xminExtent, xmaxExtent]) | |
.range([0, graphWidth]); | |
var yscale = d3.scale.linear() | |
.domain([ymaxExtent, yminExtent]) | |
.range([0, graphHeight]); | |
var line2 = d3.svg.line() | |
.x(function(d) { return scale(d.X); }) | |
.y(function(d) { return yscale(d.Y); }); | |
var svg = d3.select('#area1') | |
.append('svg') | |
.attr('width', totalWidth) | |
.attr('height', totalHeight); | |
var gradient = svg.append('defs') | |
.append('linearGradient') | |
.attr('id', 'gradient') | |
.attr('x1', '0%') | |
.attr('y1', '0%') | |
.attr('x2', '0%') | |
.attr('y2', '100%') | |
.attr('spreadMethod', 'pad'); | |
gradient.append('stop') | |
.attr('offset', '20%') | |
.attr('stop-color', '#90b2db') | |
.attr('stop-opacity', 1); | |
//#bed2ec | |
gradient.append('stop') | |
.attr('offset', '100%') | |
.attr('stop-color', '#cbd1da') | |
.attr('stop-opacity', 1); | |
svg.append('rect') | |
.attr('width', graphWidth) | |
.attr('height', graphHeight) | |
.attr('transform', 'translate(' + (margins.left-2) + ',' + margins.top + ')') | |
.style('fill','url(#gradient)'); | |
var yGridlinesAxis = d3.svg.axis().scale(yscale).orient("left"); | |
var yGridlineNodes = svg.append('g') | |
.attr('transform', 'translate(' + (margins.left + graphWidth) + ',' + margins.top + ')') | |
.call(yGridlinesAxis.tickSize(graphWidth + axisPadding, 0, 0).tickFormat("")); | |
styleGridlineNodes(yGridlineNodes); | |
var xGridlinesAxis = d3.svg.axis().scale(scale).orient("bottom"); | |
var xGridlineNodes = svg.append('g') | |
.attr('transform', 'translate(' + margins.left + ',' + (totalHeight - margins.bottom + axisPadding) + ')') | |
.call(xGridlinesAxis.tickSize(-graphHeight - axisPadding, 0, 0).tickFormat("")); | |
styleGridlineNodes(xGridlineNodes); | |
var xAxis = d3.svg.axis().scale(scale).orient("bottom"); | |
var yAxis = d3.svg.axis().scale(yscale).orient("left"); | |
var yAxisNodes = svg.append('g') | |
.attr('transform', 'translate(' + (margins.left - axisPadding) + ',' + margins.top + ')') | |
.call(yAxis);//.attr("class", "x axis"); | |
styleAxisNodes(yAxisNodes); | |
var xAxisNodes = svg.append('g') | |
.attr('transform', 'translate(' + margins.left + ',' + (totalHeight - margins.bottom + axisPadding) + ')') | |
.call(xAxis); | |
styleAxisNodes(xAxisNodes); | |
var graphGroup = svg.append('g') | |
.attr('transform', 'translate(' + margins.left + ',' + margins.top + ')'); | |
var zoomBehavior = d3.behavior.zoom() | |
.scaleExtent([.1,10]) | |
.on('zoom','onZoom'); | |
svg.append('text') | |
.attr('transform', 'translate(' + margins.left + ',' + (margins.top*.75) + ')') | |
.text('Receiver Operating Characteristic') | |
.attr('font-size','64px') | |
.attr('font-family','orbitron'); | |
svg.append('path') | |
.datum(data) | |
.attr('d',line2) | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr('fill','none') | |
.attr('stroke', 'white') | |
.attr('stroke-width', '5px'); | |
var diagonal = svg.append('path') | |
.attr('d', 'M 0 700 L 700 0') | |
.attr('fill', 'none') | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr('stroke', 'white') | |
.attr('stroke-width', '3px') | |
.attr('stroke-dasharray', '4,4'); | |
//var path_length = path_max.node().getTotalLength(); | |
// Set the ranges | |
var x = d3.scale.linear().range([0, graphWidth]); | |
var y = d3.scale.linear().range([graphHeight, 0]); | |
// Define the axes | |
var xAxis = d3.svg.axis().scale(x) | |
.orient("bottom").ticks(5); | |
var yAxis = d3.svg.axis().scale(y) | |
.orient("left").ticks(5); | |
// Adds the svg canvas | |
var lineSvg = svg.append("g"); | |
var focus = svg.append("g") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.style("display", "none"); | |
// Get the data | |
d3.tsv("roc.tsv", function(error, data) { | |
//var data = [{"date":"0","close":"606.98"},{"date":"10","close":"614.48"},{"date":"20","close":"617.62"},{"date":"30","close":"609.86"},{"date":"40","close":"599.55"},{"date":"50","close":"618.63"},{"date":"60","close":"629.32"},{"date":"70","close":"624.31"},{"date":"80","close":"633.68"},{"date":"90","close":"636.23"},{"date":"100","close":"628.44"},{"date":"110","close":"626.20"},{"date":"120","close":"622.77"},{"date":"130","close":"605.23"},{"date":"140","close":"580.13"},{"date":"150","close":"543.70"},{"date":"160","close":"443.34"},{"date":"170","close":"345.44"},{"date":"180","close":"234.98"},{"date":"190","close":"166.70"},{"date":"200","close":"130.28"},{"date":"210","close":"99.00"},{"date":"220","close":"89.70"},{"date":"230","close":"67.00"},{"date":"240","close":"53.98"},{"date":"250","close":"58.13"}]; | |
data.forEach(function(d) { | |
d.date = +d.fpr; | |
d.close = +d.tpr; | |
}); | |
var bisectDate = d3.bisector(function(d) { return +d.date; }).left; | |
// Define the line | |
var valueline = d3.svg.line() | |
.x(function(d) { return x(+d.date); }) | |
.y(function(d) { return y(+d.close); }); | |
// Scale the range of the data | |
x.domain(d3.extent(data, function(d) { return d.date; })); | |
y.domain(d3.extent(data, function(d) { return d.close; })); | |
// Add the valueline path. | |
lineSvg.append("path") | |
.attr("class", "line") | |
.attr("fill", "none") | |
.attr("stroke", "white") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr("d", valueline(data)); | |
// append the x line | |
focus.append("line") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr("class", "x") | |
.style("stroke", "white") | |
.style("stroke-width", "3px") | |
.style("stroke-dasharray", "5,5") | |
.style("opacity", 1) | |
.attr("y1", 0) | |
.attr("y2", graphHeight); | |
// append the y line | |
focus.append("line") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr("class", "y") | |
.style("stroke", "white") | |
.style("stroke-width", "3px") | |
.style("stroke-dasharray", "5,5") | |
.style("opacity", 1) | |
.attr("x1", graphWidth) | |
.attr("x2", graphWidth); | |
// append the circle at the intersection | |
focus.append("circle") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr("class", "y") | |
.style("fill", "#376c9b") | |
.style("stroke", "white") | |
.style("stroke-width", "3px") | |
.attr("r", 5); | |
// place the value at the intersection | |
focus.append("text") | |
.attr("class", "y1") | |
.attr("z-index", "950") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.style("stroke", "white") | |
.style("stroke-width", "5px") | |
.style("opacity", 1) | |
.attr("dx", 8) | |
.attr("dy", "-.3em"); | |
focus.append("text") | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.attr("class", "y2") | |
.attr("dx", 8) | |
.attr("dy", "-.3em"); | |
// place the date at the intersection | |
focus.append("text") | |
.attr("class", "y3") | |
.style("stroke", "white") | |
.style("stroke-width", "5px") | |
.style("opacity", 1) | |
.attr("dx", 8) | |
.attr("dy", "1em"); | |
focus.append("text") | |
.attr("class", "y4") | |
.attr("dx", 8) | |
.attr("dy", "1em"); | |
// append the rectangle to capture mouse | |
svg.append("rect") | |
.attr("width", graphWidth) | |
.attr("height", graphHeight) | |
.attr('transform', 'translate(' + (margins.left) + ',' + margins.top + ')') | |
.style("fill", "none") | |
.style("pointer-events", "all") | |
.on("mouseover", function() { focus.style("display", null); }) | |
.on("mouseout", function() { focus.style("display", "none"); }) | |
.on("mousemove", mousemove); | |
function mousemove() { | |
var x0 = x.invert(d3.mouse(this)[0]), | |
i = bisectDate(data, x0, 1), | |
d0 = data[i - 1], | |
d1 = data[i], | |
d = x0 - d0.date > d1.date - x0 ? d1 : d0; | |
focus.select("circle.y") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")"); | |
focus.select("text.y1") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")") | |
.text(d.close); | |
focus.select("text.y2") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")") | |
.text(d.close); | |
focus.select("text.y3") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")") | |
.text(d.date); | |
focus.select("text.y4") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")") | |
.text(d.date); | |
focus.select(".x") | |
.attr("transform", | |
"translate(" + x(d.date) + "," + | |
y(d.close) + ")") | |
.attr("y2", graphHeight - y(d.close)); | |
focus.select(".y") | |
.attr("transform", | |
"translate(" + graphWidth * -1 + "," + | |
y(d.close) + ")") | |
.attr("x2", graphWidth + graphWidth); | |
} | |
}); | |
function styleGridlineNodes(axisNodes) { | |
axisNodes.selectAll('.domain') | |
.attr({ | |
fill: 'none', | |
stroke: 'none' | |
}); | |
axisNodes.selectAll('.tick line') | |
.attr({ | |
fill: 'none', | |
'stroke-width': 1, | |
stroke: 'lightgray' | |
}); | |
} | |
}); | |
function styleAxisNodes(axisNodes) { | |
axisNodes.selectAll('.domain') | |
.attr({ | |
fill: 'none', | |
'stroke-width': 1, | |
stroke: 'black' | |
}); | |
axisNodes.selectAll('.tick line') | |
.attr({ | |
fill: 'none', | |
'stroke-width': 1, | |
stroke: 'none' | |
}); | |
axisNodes.selectAll("text") | |
.attr({ | |
fill: 'black', | |
'font-family': 'play' | |
}); | |
} | |
</script> | |
</body> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
fpr | tpr | Threshold | Cost | |
---|---|---|---|---|
1 | 1 | 0 | 68 | |
0.97 | 1 | 0 | 54 | |
0.94 | 1 | 0 | 41 | |
0.85 | 1 | 0 | 34 | |
0.79 | 1 | 0 | 31 | |
0.76 | 1 | 0 | 29 | |
0.61 | 1 | 0 | 28 | |
0.5 | 1 | 0.01 | 26 | |
0.3824 | 1 | 0.02 | 24 | |
0.3529 | 1 | 0.03 | 24 | |
0.3529 | 1 | 0.04 | 20 | |
0.2941 | 1 | 0.05 | 20 | |
0.2941 | 1 | 0.06 | 20 | |
0.2941 | 1 | 0.07 | 18 | |
0.2647 | 1 | 0.08 | 18 | |
0.2647 | 1 | 0.09 | 18 | |
0.2647 | 1 | 0.1 | 18 | |
0.2647 | 1 | 0.11 | 18 | |
0.2647 | 1 | 0.12 | 18 | |
0.2647 | 1 | 0.13 | 18 | |
0.2647 | 1 | 0.14 | 16 | |
0.2353 | 1 | 0.15 | 16 | |
0.2353 | 1 | 0.16 | 14 | |
0.2059 | 1 | 0.17 | 14 | |
0.2059 | 1 | 0.18 | 12 | |
0.1765 | 1 | 0.19 | 10 | |
0.1471 | 1 | 0.2 | 11 | |
0.1471 | 0.9655 | 0.21 | 7 | |
0.0882 | 0.9655 | 0.22 | 7 | |
0.0882 | 0.9655 | 0.23 | 7 | |
0.0882 | 0.9655 | 0.24 | 7 | |
0.0882 | 0.9655 | 0.25 | 7 | |
0.0882 | 0.9655 | 0.26 | 5 | |
0.0588 | 0.9655 | 0.27 | 5 | |
0.0588 | 0.9655 | 0.28 | 6 | |
0.0588 | 0.931 | 0.29 | 6 | |
0.0588 | 0.931 | 0.3 | 6 | |
0.0588 | 0.931 | 0.31 | 6 | |
0.0588 | 0.931 | 0.32 | 6 | |
0.0588 | 0.931 | 0.33 | 6 | |
0.0588 | 0.931 | 0.34 | 6 | |
0.0588 | 0.931 | 0.35 | 6 | |
0.0588 | 0.931 | 0.36 | 6 | |
0.0588 | 0.931 | 0.37 | 6 | |
0.0588 | 0.931 | 0.38 | 6 | |
0.0588 | 0.931 | 0.39 | 6 | |
0.0588 | 0.931 | 0.4 | 6 | |
0.0588 | 0.931 | 0.41 | 6 | |
0.0588 | 0.931 | 0.42 | 6 | |
0.0588 | 0.931 | 0.43 | 7 | |
0.0588 | 0.8966 | 0.44 | 7 | |
0.0588 | 0.8966 | 0.45 | 7 | |
0.0588 | 0.8966 | 0.46 | 7 | |
0.0588 | 0.8966 | 0.47 | 7 | |
0.0588 | 0.8966 | 0.48 | 5 | |
0.0294 | 0.8966 | 0.49 | 5 | |
0.0294 | 0.8966 | 0.5 | 5 | |
0.0294 | 0.8966 | 0.51 | 5 | |
0.0294 | 0.8966 | 0.52 | 5 | |
0.0294 | 0.8966 | 0.53 | 5 | |
0.0294 | 0.8966 | 0.54 | 5 | |
0.0294 | 0.8966 | 0.55 | 5 | |
0.0294 | 0.8966 | 0.56 | 5 | |
0.0294 | 0.8966 | 0.57 | 5 | |
0.0294 | 0.8966 | 0.58 | 5 | |
0.0294 | 0.8966 | 0.59 | 5 | |
0.0294 | 0.8966 | 0.6 | 5 | |
0.0294 | 0.8966 | 0.61 | 5 | |
0.0294 | 0.8966 | 0.62 | 5 | |
0.0294 | 0.8966 | 0.63 | 5 | |
0.0294 | 0.8966 | 0.64 | 5 | |
0.0294 | 0.8966 | 0.65 | 5 | |
0.0294 | 0.8966 | 0.66 | 5 | |
0.0294 | 0.8966 | 0.67 | 5 | |
0.0294 | 0.8966 | 0.68 | 6 | |
0.0294 | 0.8621 | 0.69 | 6 | |
0.0294 | 0.8621 | 0.7 | 6 | |
0.0294 | 0.8621 | 0.71 | 6 | |
0.0294 | 0.8621 | 0.72 | 7 | |
0.0294 | 0.8276 | 0.73 | 7 | |
0.0294 | 0.8276 | 0.74 | 7 | |
0.0294 | 0.8276 | 0.75 | 7 | |
0.0294 | 0.8276 | 0.76 | 7 | |
0.0294 | 0.8276 | 0.77 | 7 | |
0.0294 | 0.8276 | 0.78 | 7 | |
0.0294 | 0.8276 | 0.79 | 7 | |
0.0294 | 0.8276 | 0.8 | 7 | |
0.0294 | 0.8276 | 0.81 | 7 | |
0.0294 | 0.8276 | 0.82 | 7 | |
0.0294 | 0.8276 | 0.83 | 7 | |
0.0294 | 0.8276 | 0.84 | 7 | |
0.0294 | 0.8276 | 0.85 | 7 | |
0.0294 | 0.8276 | 0.86 | 7 | |
0.0294 | 0.8276 | 0.87 | 7 | |
0.0294 | 0.8276 | 0.88 | 8 | |
0.0294 | 0.7931 | 0.89 | 8 | |
0.0294 | 0.7931 | 0.9 | 8 | |
0.0294 | 0.7931 | 0.91 | 6 | |
0 | 0.7931 | 0.92 | 6 | |
0 | 0.7931 | 0.93 | 6 | |
0 | 0.7931 | 0.94 | 6 | |
0 | 0.7931 | 0.95 | 6 | |
0 | 0.7931 | 0.96 | 6 | |
0 | 0.7931 | 0.97 | 7 | |
0 | 0.7586 | 0.98 | 12 | |
0 | 0.5862 | 0.99 | 13 | |
0 | 0.5517 | 1 | 14 | |
0 | 0.4828 | 1 | 15 | |
0 | 0.3448 | 1 | 17 | |
0 | 0.3103 | 1 | 19 | |
0 | 0.1379 | 1 | 23 | |
0 | 0.1034 | 1 | 25 | |
0 | 0.07 | 1 | 27 | |
0 | 0 | 1 | 29 |
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