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<!doctype html>
<html lang="en">
<head>
<title>PyCM Report</title>
<meta http-equiv="content-type" content="text/html; charset=UTF-8">
<meta name="description" content="PyCM is a multi-class confusion matrix library written in Python. http://www.pycm.io">
<meta name="og:title" content="PyCM Report">
<meta name="og:description" content="PyCM is a multi-class confusion matrix library written in Python. http://www.pycm.io">
<meta name="og:url" content="http://www.pycm.io">
<meta property="og:image" content="http://www.pycm.io/images/logo-og.png">
<meta name="twitter:image:src" content="http://www.pycm.io/images/logo-og.png">
<meta name="twitter:card" content="summary_large_image">
<meta name="twitter:title" content="PyCM Report">
<meta name="twitter:description" content="PyCM is a multi-class confusion matrix library written in Python. http://www.pycm.io">
</head>
<body>
<h1 style="border-bottom:1px solid black;text-align:center;">PyCM Report</h1>
<h2>Dataset Type : </h2>
<ul>
<li>Multi-Class Classification</li>
<li>Balanced</li>
</ul>
<p><span style="color:red;">Note 1</span> : Recommended statistics for this type of classification highlighted in <span style="color :aqua;">aqua</span></p>
<p><span style="color:red;">Note 2</span> : The recommender system assumes that the input is the result of classification over the whole data rather than just a part of it.
If the confusion matrix is the result of test data classification, the recommendation is not valid.</p>
<h2>Confusion Matrix : </h2>
<table>
<tr style="text-align:center;">
<td>Actual</td>
<td>Predict
<table style="border:1px solid black;border-collapse: collapse;height:28em;width:28em;">
<tr style="text-align:center;">
<td></td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L1</td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L2</td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L3</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L1</td>
<td style="background-color:rgb(128,128,128);color:black;padding:10px;height:7em;width:7em;">3</td>
<td style="background-color:rgb(255,255,255);color:black;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color:rgb(170,170,170);color:black;padding:10px;height:7em;width:7em;">2</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L2</td>
<td style="background-color:rgb(255,255,255);color:black;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color:rgb(170,170,170);color:black;padding:10px;height:7em;width:7em;">1</td>
<td style="background-color:rgb(170,170,170);color:black;padding:10px;height:7em;width:7em;">1</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">L3</td>
<td style="background-color:rgb(255,255,255);color:black;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color:rgb(170,170,170);color:black;padding:10px;height:7em;width:7em;">2</td>
<td style="background-color:rgb(128,128,128);color:black;padding:10px;height:7em;width:7em;">3</td>
</tr>
</table>
</td>
</tr>
</table>
<h2>Overall Statistics : </h2>
<table style="border:1px solid black;border-collapse: collapse;">
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#95%25-CI" style="text-decoration:None;">95% CI</a></td>
<td style="border:1px solid black;padding:4px;">(0.30439,0.86228)</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#ACC_Macro" style="text-decoration:None;">ACC Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.72222</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#ARI-(Adjusted-Rand-index)" style="text-decoration:None;">ARI</a></td>
<td style="border:1px solid black;padding:4px;">0.09206</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AUNP" style="text-decoration:None;">AUNP</a></td>
<td style="border:1px solid black;padding:4px;">0.68571</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AUNU" style="text-decoration:None;">AUNU</a></td>
<td style="border:1px solid black;padding:4px;">0.67857</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Bangdiwala's-B" style="text-decoration:None;">Bangdiwala B</a></td>
<td style="border:1px solid black;padding:4px;">0.37255</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Bennett's-S" style="text-decoration:None;">Bennett S</a></td>
<td style="border:1px solid black;padding:4px;">0.375</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#CBA-(Class-balance-accuracy)" style="text-decoration:None;">CBA</a></td>
<td style="border:1px solid black;padding:4px;">0.47778</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#CSI-(Classification-success-index)" style="text-decoration:None;">CSI</a></td>
<td style="border:1px solid black;padding:4px;">0.17778</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Chi-squared" style="text-decoration:None;">Chi-Squared</a></td>
<td style="border:1px solid black;padding:4px;">6.6</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Chi-squared-DF" style="text-decoration:None;">Chi-Squared DF</a></td>
<td style="border:1px solid black;padding:4px;">4</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Conditional-entropy" style="text-decoration:None;">Conditional Entropy</a></td>
<td style="border:1px solid black;padding:4px;">0.97579</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Cramer's-V" style="text-decoration:None;">Cramer V</a></td>
<td style="border:1px solid black;padding:4px;">0.5244</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Cross-entropy" style="text-decoration:None;">Cross Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.58333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#F1_Macro" style="text-decoration:None;">F1 Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.56515</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#F1_Micro" style="text-decoration:None;">F1 Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.58333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FNR_Macro" style="text-decoration:None;">FNR Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.43333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FNR_Micro" style="text-decoration:None;">FNR Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.41667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FPR_Macro" style="text-decoration:None;">FPR Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.20952</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FPR_Micro" style="text-decoration:None;">FPR Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.20833</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Gwet's-AC1" style="text-decoration:None;">Gwet AC1</a></td>
<td style="border:1px solid black;padding:4px;">0.38931</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#Hamming-loss" style="text-decoration:None;">Hamming Loss</a></td>
<td style="border:1px solid black;padding:4px;">0.41667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Joint-entropy" style="text-decoration:None;">Joint Entropy</a></td>
<td style="border:1px solid black;padding:4px;">2.45915</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kullback-Leibler-divergence" style="text-decoration:None;">KL Divergence</a></td>
<td style="border:1px solid black;padding:4px;">0.09998</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kappa" style="text-decoration:None;">Kappa</a></td>
<td style="border:1px solid black;padding:4px;">0.35484</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kappa-95%25-CI" style="text-decoration:None;">Kappa 95% CI</a></td>
<td style="border:1px solid black;padding:4px;">(-0.07708,0.78675)</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kappa-no-prevalence" style="text-decoration:None;">Kappa No Prevalence</a></td>
<td style="border:1px solid black;padding:4px;">0.16667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kappa-standard-error" style="text-decoration:None;">Kappa Standard Error</a></td>
<td style="border:1px solid black;padding:4px;">0.22036</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Kappa-unbiased" style="text-decoration:None;">Kappa Unbiased</a></td>
<td style="border:1px solid black;padding:4px;">0.34426</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Krippendorff's-alpha" style="text-decoration:None;">Krippendorff Alpha</a></td>
<td style="border:1px solid black;padding:4px;">0.37158</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Goodman-&-Kruskal's-lambda-A" style="text-decoration:None;">Lambda A</a></td>
<td style="border:1px solid black;padding:4px;">0.42857</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Goodman-&-Kruskal's-lambda-B" style="text-decoration:None;">Lambda B</a></td>
<td style="border:1px solid black;padding:4px;">0.16667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Mutual-information" style="text-decoration:None;">Mutual Information</a></td>
<td style="border:1px solid black;padding:4px;">0.52421</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#NIR-(No-information-rate)" style="text-decoration:None;">NIR</a></td>
<td style="border:1px solid black;padding:4px;">0.41667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#NPV_Macro" style="text-decoration:None;">NPV Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.77778</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#NPV_Micro" style="text-decoration:None;">NPV Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.79167</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#Overall_ACC" style="text-decoration:None;">Overall ACC</a></td>
<td style="border:1px solid black;padding:4px;">0.58333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Overall_CEN" style="text-decoration:None;">Overall CEN</a></td>
<td style="border:1px solid black;padding:4px;">0.46381</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Overall_J" style="text-decoration:None;">Overall J</a></td>
<td style="border:1px solid black;padding:4px;">(1.225,0.40833)</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#Overall_MCC" style="text-decoration:None;">Overall MCC</a></td>
<td style="border:1px solid black;padding:4px;">0.36667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Overall_MCEN" style="text-decoration:None;">Overall MCEN</a></td>
<td style="border:1px solid black;padding:4px;">0.51894</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Overall_RACC" style="text-decoration:None;">Overall RACC</a></td>
<td style="border:1px solid black;padding:4px;">0.35417</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Overall_RACCU" style="text-decoration:None;">Overall RACCU</a></td>
<td style="border:1px solid black;padding:4px;">0.36458</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#P-Value" style="text-decoration:None;">P-Value</a></td>
<td style="border:1px solid black;padding:4px;">0.18926</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#PPV_Macro" style="text-decoration:None;">PPV Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.61111</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#PPV_Micro" style="text-decoration:None;">PPV Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.58333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Pearson's-C" style="text-decoration:None;">Pearson C</a></td>
<td style="border:1px solid black;padding:4px;">0.59568</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Phi-squared" style="text-decoration:None;">Phi-Squared</a></td>
<td style="border:1px solid black;padding:4px;">0.55</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#RCI-(Relative-classifier-information)" style="text-decoration:None;">RCI</a></td>
<td style="border:1px solid black;padding:4px;">0.35339</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#RR-(Global-performance-index)" style="text-decoration:None;">RR</a></td>
<td style="border:1px solid black;padding:4px;">4.0</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Reference-entropy" style="text-decoration:None;">Reference Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.48336</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Response-entropy" style="text-decoration:None;">Response Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.5</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA1-(Landis-&-Koch's-benchmark)" style="text-decoration:None;">SOA1(Landis & Koch)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Orange;">Fair</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA2-(Fleiss'-benchmark)" style="text-decoration:None;">SOA2(Fleiss)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Red;">Poor</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA3-(Altman's-benchmark)" style="text-decoration:None;">SOA3(Altman)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Orange;">Fair</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA4-(Cicchetti's-benchmark)" style="text-decoration:None;">SOA4(Cicchetti)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Red;">Poor</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA5-(Cramer's-benchmark)" style="text-decoration:None;">SOA5(Cramer)</a></td>
<td style="border:1px solid black;padding:4px;background-color:YellowGreen;">Relatively Strong</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#SOA6-(Matthews's-benchmark)" style="text-decoration:None;">SOA6(Matthews)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Orange;">Weak</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA7-(Goodman-&-Kruskal's-lambda-A-benchmark)" style="text-decoration:None;">SOA7(Lambda A)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Orange;">Moderate</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA8-(Goodman-&-Kruskal's-lambda-B-benchmark)" style="text-decoration:None;">SOA8(Lambda B)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Red;">Very Weak</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA9-(Krippendorff's-alpha-benchmark)" style="text-decoration:None;">SOA9(Krippendorff Alpha)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Red;">Low</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#SOA10-(Pearson's-C-benchmark)" style="text-decoration:None;">SOA10(Pearson C)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Strong</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Scott's-Pi" style="text-decoration:None;">Scott PI</a></td>
<td style="border:1px solid black;padding:4px;">0.34426</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Standard-error" style="text-decoration:None;">Standard Error</a></td>
<td style="border:1px solid black;padding:4px;">0.14232</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TNR_Macro" style="text-decoration:None;">TNR Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.79048</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TNR_Micro" style="text-decoration:None;">TNR Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.79167</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#TPR_Macro" style="text-decoration:None;">TPR Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.56667</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#TPR_Micro" style="text-decoration:None;">TPR Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.58333</td>
</tr>
<tr style="text-align:center;">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#Zero-one-loss" style="text-decoration:None;">Zero-one Loss</a></td>
<td style="border:1px solid black;padding:4px;">5</td>
</tr>
</table>
<h2>Class Statistics : </h2>
<table style="border:1px solid black;border-collapse: collapse;">
<tr style="text-align:center;">
<td>Class</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">L1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">L2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">L3</td>
<td>Description</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#ACC-(Accuracy)" style="text-decoration:None;">ACC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.83333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.75</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Accuracy</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AGF-(Adjusted-F-score)" style="text-decoration:None;">AGF</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.72859</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.62869</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.61009</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Adjusted F-score</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AGM-(Adjusted-G-mean)" style="text-decoration:None;">AGM</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.85764</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.70861</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58034</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Adjusted geometric mean</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AM-(Automatic/Manual)" style="text-decoration:None;">AM</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">-2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Difference between automatic and manual classification</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AUC-(Area-under-the-ROC-curve)" style="text-decoration:None;">AUC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.8</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.65</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58571</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Area under the ROC curve</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AUCI-(AUC-value-interpretation)" style="text-decoration:None;">AUCI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:LawnGreen;">Very Good</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Orange;">Fair</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">AUC value interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#AUPR-(Area-under-the-PR-curve)" style="text-decoration:None;">AUPR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.8</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.41667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.55</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Area under the PR curve</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#BB-(Braun-Blanquet-similarity)" style="text-decoration:None;">BB</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.33333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Braun-Blanquet similarity</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#BCD-(Bray-Curtis-dissimilarity)" style="text-decoration:None;">BCD</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.08333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.04167</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.04167</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Bray-Curtis dissimilarity</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#BM-(Bookmaker-informedness)" style="text-decoration:None;">BM</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.17143</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Informedness or bookmaker informedness</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#CEN-(Confusion-entropy)" style="text-decoration:None;">CEN</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.49658</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.60442</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Confusion entropy</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#DOR-(Diagnostic-odds-ratio)" style="text-decoration:None;">DOR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">4.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Diagnostic odds ratio</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#DP-(Discriminant-power)" style="text-decoration:None;">DP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.33193</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16597</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Discriminant power</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#DPI-(Discriminant-power-interpretation)" style="text-decoration:None;">DPI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:White;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Discriminant power interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#ERR-(Error-rate)" style="text-decoration:None;">ERR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.41667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Error rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FBeta-Score" style="text-decoration:None;">F0.5</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.88235</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.35714</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.51724</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">F0.5 score</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FBeta-Score" style="text-decoration:None;">F1</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.75</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.54545</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">F1 score - harmonic mean of precision and sensitivity</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FBeta-Score" style="text-decoration:None;">F2</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.65217</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.45455</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.57692</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">F2 score</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FDR-(False-discovery-rate)" style="text-decoration:None;">FDR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.66667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">False discovery rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FN-(False-negative)" style="text-decoration:None;">FN</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">False negative/miss/type 2 error</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FNR-(False-negative-rate)" style="text-decoration:None;">FNR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Miss rate or false negative rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FOR-(False-omission-rate)" style="text-decoration:None;">FOR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.22222</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.11111</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.33333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">False omission rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FP-(False-positive)" style="text-decoration:None;">FP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">False positive/type 1 error/false alarm</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#FPR-(False-positive-rate)" style="text-decoration:None;">FPR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.42857</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Fall-out or false positive rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#G-(G-measure)" style="text-decoration:None;">G</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7746</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.40825</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.54772</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">G-measure geometric mean of precision and sensitivity</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#GI-(Gini-index)" style="text-decoration:None;">GI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.17143</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Gini index</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#GM-(G-mean)" style="text-decoration:None;">GM</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7746</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.63246</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58554</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">G-mean geometric mean of specificity and sensitivity</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#HD-(Hamming-distance)" style="text-decoration:None;">HD</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Hamming distance</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#IBA-(Index-of-balanced-accuracy)" style="text-decoration:None;">IBA</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.36</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.28</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.35265</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Index of balanced accuracy</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#ICSI-(Individual-classification-success-index)" style="text-decoration:None;">ICSI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">-0.16667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Individual classification success index</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#IS-(Information-score)" style="text-decoration:None;">IS</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.26303</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.26303</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Information score</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#J-(Jaccard-index)" style="text-decoration:None;">J</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.375</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Jaccard index</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#LS-(Lift-score)" style="text-decoration:None;">LS</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Lift score</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#MCC-(Matthews-correlation-coefficient)" style="text-decoration:None;">MCC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.68313</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.2582</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16903</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Matthews correlation coefficient</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:aqua;"><a href="http://www.pycm.io/doc/index.html#MCCI-(Matthews-correlation-coefficient-interpretation)" style="text-decoration:None;">MCCI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Yellow;">Moderate</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Negligible</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Negligible</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Matthews correlation coefficient interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#MCEN-(Modified-confusion-entropy)" style="text-decoration:None;">MCEN</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.26439</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6875</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Modified confusion entropy</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#MK-(Markedness)" style="text-decoration:None;">MK</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.77778</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.22222</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Markedness</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#N-(Condition-negative)" style="text-decoration:None;">N</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">7</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">10</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">7</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Condition negative</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#NLR-(Negative-likelihood-ratio)" style="text-decoration:None;">NLR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.625</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Negative likelihood ratio</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#NLRI-(Negative-likelihood-ratio-interpretation)" style="text-decoration:None;">NLRI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Orange;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Negligible</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Red;">Negligible</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Negative likelihood ratio interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#NPV-(Negative-predictive-value)" style="text-decoration:None;">NPV</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.77778</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.88889</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.66667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Negative predictive value</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#OC-(Overlap-coefficient)" style="text-decoration:None;">OC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Overlap coefficient</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#OOC-(Otsuka-Ochiai-coefficient)" style="text-decoration:None;">OOC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7746</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.40825</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.54772</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Otsuka-Ochiai coefficient</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#OP-(Optimized-precision)" style="text-decoration:None;">OP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.51923</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.55894</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Optimized precision</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#P-(Condition-positive)" style="text-decoration:None;">P</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Condition positive or support</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#PLR-(Positive-likelihood-ratio)" style="text-decoration:None;">PLR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Positive likelihood ratio</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#PLRI-(Positive-likelihood-ratio-interpretation)" style="text-decoration:None;">PLRI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:White;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Orange;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Orange;">Poor</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Positive likelihood ratio interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#POP-(Population)" style="text-decoration:None;">POP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">12</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">12</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">12</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Population</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#PPV-(Positive-predictive-value)" style="text-decoration:None;">PPV</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.33333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Precision or positive predictive value</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#PRE-(Prevalence)" style="text-decoration:None;">PRE</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.41667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.41667</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Prevalence</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Q-(Yule's-Q)" style="text-decoration:None;">Q</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.33333</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Yule Q - coefficient of colligation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#QI-(Yule's-Q-interpretation)" style="text-decoration:None;">QI</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:White;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Yellow;">Moderate</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Orange;">Weak</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Yule Q interpretation</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#RACC-(Random-accuracy)" style="text-decoration:None;">RACC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.10417</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.04167</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.20833</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Random accuracy</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#RACCU-(Random-accuracy-unbiased)" style="text-decoration:None;">RACCU</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.11111</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.0434</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.21007</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Random accuracy unbiased</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TN-(True-negative)" style="text-decoration:None;">TN</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">7</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">8</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">True negative/correct rejection</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TNR-(True-negative-rate)" style="text-decoration:None;">TNR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.8</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.57143</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Specificity or true negative rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TON-(Test-outcome-negative)" style="text-decoration:None;">TON</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">9</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">9</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Test outcome negative</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TOP-(Test-outcome-positive)" style="text-decoration:None;">TOP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Test outcome positive</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TP-(True-positive)" style="text-decoration:None;">TP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">True positive/hit</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#TPR-(True-positive-rate)" style="text-decoration:None;">TPR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.5</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Sensitivity, recall, hit rate, or true positive rate</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#Y-(Youden-index)" style="text-decoration:None;">Y</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.6</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.3</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.17143</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Youden index</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#dInd-(Distance-index)" style="text-decoration:None;">dInd</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.4</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.53852</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58624</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Distance index</td>
</tr>
<tr style="text-align:center;border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:transparent;"><a href="http://www.pycm.io/doc/index.html#sInd-(Similarity-index)" style="text-decoration:None;">sInd</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.71716</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.61921</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.58547</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
</tr>
</table>
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