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<!DOCTYPE html>
<html>
<head>
<title>Help - PulmoPred</title>
<link rel = "stylesheet" type = "text/css" href = "css/main.css" />
<style>
.intro {
width:80%;
margin:0 10% 0 10%;
}
.center {
text-align:center;
}
</style>
</head>
<body>
<div class = "section_header">
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<center><h1 id="input">Providing inputs</h1></center>
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</li><br/>
<li>
Users can click on the <b><i>"Insert sample data 1"</i></b> and
<b><i>"Insert sample data 2"</i></b> buttons to insert two different
sets of demonstrative data for testing purposes.
</li>
<img src="public/help1.jpg" class="intro" /><br/>
</ul>
<center><br/><h1 id="output">Understanding the output</h1></center>
<ul class="intro">
<li>
The output contains three tables. In the first table, the inputs provided by the
user are displayed.
</li>
<img src="public/help2.jpg" class="intro" /><br/>
<li>
In the second table, the prediction output of the six classifiers trained on the
under-sampled datasets is displayed. It consists of the predicted class label
(<i>Obstructive/Non-obstructive</i>) alongwith the prediction probability. To know
more about the prediction methodology, please refer to the
"<a href="about.html#methodology">About</a>" page.
</li>
<img src="public/help3.jpg" class="intro" /><br/>
<li>
The third table shows the calculation of total probability for each class by
averaging the prediction probabilities of six under-sampled classifiers. Final
prediction is also shown based on the total probabilities.
</li>
<img src="public/help4.jpg" class="intro" /><br/>
</ul>
</div>
<div style="clear:both;"><br/><hr/></div>
<p style="font-size:0.8em;text-align:center;">
Bhattacharjee S. <i>et al.</i>, <i>J Comput Sci</i> (2022), 63:101768. <i>doi:</i>
<a href="https://doi.org/10.1016/j.jocs.2022.101768" target="_blank">10.1016/j.jocs.2022.101768</a>.
Please contact Dr. Sudipto Saha (<a href="mailto:ssaha4@jcbose.ac.in">ssaha4@jcbose.ac.in</a>)
regarding any further queries.
</p>
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