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index.html
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<!DOCTYPE html>
<html lang="en">
<head>
<title>Cancer Detection in Mammograms</title>
<script type="text/javascript" src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/css/bootstrap.min.css" type="text/css" />
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.6/js/bootstrap.min.js"></script>
<script type="text/javascript" src="chart.min.js"></script>
<style type="text/css">
.config {
float: left !important;
margin-top: 10px !important;
margin-right: 1.5% !important;
width: 30.5% !important;
font-size: 15px !important;
}
.container {
margin-top: 15px !important;
margin-bottom: 15px !important;
}
.mRight10 {
margin-right: 10px !important;
}
.mLeft10 {
margin-left: 10px !important;
}
.mTop10 {
margin-top: 10px !important;
}
.mBottom10 {
margin-bottom: 10px !important;
}
.mTopM10 {
margin-top: -10 px !important;
}
.text {
font-size: 110% !important;
}
.graphs {
width: 800px !important;
}
</style>
</head>
<body>
<div class="container">
<h1 id="title">
Cancer Detection in Mammograms
</h1>
</div>
<div class="container">
<div id="main-t">
<div id="problem" class="panel panel-default">
<div class="panel-heading"><h4>The problem</h4></div>
<div class=" panel-body">
<p class="text">
Diagnose cases of the presence of cancer cells in computerized tomography image data.
</p>
<button id="n1" class="btn btn-info btn-md pull-right" onClick="$('#division').show(); $('#n1').hide();">
Division of the data >>
</button>
</div>
</div>
<div id="division" class="panel panel-default">
<div class="panel-heading"><h4>Division of the data</h4></div>
<div class=" panel-body">
<ul class="text">
<li>11.183 cases</li>
<li>6 characteristics</li>
<li>Majority class: 10.923 cases (No cancer)</li>
<li>Minority class: 260 cases</li>
</ul>
<button id="n2" class="btn btn-info btn-md pull-right" onClick="$('#structure').show(); $('#n2').hide();">
Experimental structure >>
</button>
</div>
</div>
<div id="structure" class="panel panel-default">
<div class="panel-heading"><h4>Experimental structure</h4></div>
<div class=" panel-body">
<p>
We choose to run all combinations of params.
</p>
<button id="n3" class="btn btn-info btn-md pull-right" onClick="$('#results').show(); $('#main-t').hide();">
Interpreting the results >>
</button>
</div>
</div>
</div>
<div id="results" class="panel panel-default">
<div class="panel-heading"><h4>Interpreting the results</h4></div>
<div class=" panel-body">
<div class="container">
<h3 id="parameters-label">
Parameters
</h3>
<ul class="text">
<li>Sampling: None, Oversampling (Repeat, SMOTE), Undersampling (Cluster Centroids, SMOTEENN)</li>
<li>Topology: number of units and layers ammount</li>
<li>Activation function: Sigmoid, Rectifier, Tanh</li>
<li>Learning rule: Momentum, sgd</li>
</ul>
</div>
<div class="container">
<h3 id="configurations-label">
Configurations
</h3>
<div id="main"></div>
</div>
<div class="container">
<h3 id="graph-label">
Comparison graphs
</h3>
<div class="container graphs">
<h4 id="precision-graph-label">
Precision
</h4>
<canvas id="graph-precision" width="1000" height="600"></canvas>
<h4 id="mse-graph-label">
Final MSE
</h4>
<canvas id="graph-mse" width="1000" height="600"></canvas>
<h4 id="roc-graph-label">
ROC Area
</h4>
<canvas id="graph-roc" width="1000" height="600"></canvas>
</div>
</div>
</div>
</div>
</div>
<!-- Modal -->
<div id="myModal" class="modal fade" role="dialog">
<div class="modal-dialog modal-lg">
<!-- Modal content-->
<div class="modal-content">
<div class="modal-header">
<h4 class="modal-title" id="modal-title"></h4>
</div>
<div class="modal-body">
<p id="modal-content"></p>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-default" onClick="$('#myModal').modal('hide');" data-dismiss="modal">Close</button>
</div>
</div>
</div>
</div>
<script type="text/javascript" src="config.js"></script>
<script type="text/javascript" src="app.js"></script>
</body>
</html>