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cm2.html
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cm2.html
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<html>
<head>
<title>cm2</title>
</head>
<body>
<h1 style="border-bottom:1px solid black;text-align:center;">PyCM Report</h1><h2>Confusion Matrix : </h2>
<table>
<tr align="center">
<td>Actual</td>
<td>Predict
<table style="border:1px solid black;border-collapse: collapse;height:28em;width:28em;">
<tr align="center">
<td></td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">0</td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">1</td>
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">2</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color: rgb(19,19,19);color:white;padding:10px;height:7em;width:7em;">13</td>
<td style="background-color: rgb(255,255,255);color:black;;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color: rgb(255,255,255);color:black;;padding:10px;height:7em;width:7em;">0</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">1</td>
<td style="background-color: rgb(255,255,255);color:black;;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color: rgb(30,30,30);color:white;padding:10px;height:7em;width:7em;">15</td>
<td style="background-color: rgb(240,240,240);color:black;;padding:10px;height:7em;width:7em;">1</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:10px;height:7em;width:7em;">2</td>
<td style="background-color: rgb(255,255,255);color:black;;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color: rgb(255,255,255);color:black;;padding:10px;height:7em;width:7em;">0</td>
<td style="background-color: rgb(26,26,26);color:white;padding:10px;height:7em;width:7em;">9</td>
</tr>
</table>
</td>
</tr>
</table>
<h2>Overall Statistics : </h2>
<table style="border:1px solid black;border-collapse: collapse;">
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#95%-CI" style="text-decoration:None;">95% CI</a></td>
<td style="border:1px solid black;padding:4px;">(0.92279,1.02458)</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Bennett-et-al.'s-S-score-(Nominal)" style="text-decoration:None;">Bennett_S</a></td>
<td style="border:1px solid black;padding:4px;">0.96053</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Chi-Squared" style="text-decoration:None;">Chi-Squared</a></td>
<td style="border:1px solid black;padding:4px;">70.0625</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/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 align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Conditional-Entropy" style="text-decoration:None;">Conditional Entropy</a></td>
<td style="border:1px solid black;padding:4px;">0.14202</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Cramer's-V" style="text-decoration:None;">Cramer_V</a></td>
<td style="border:1px solid black;padding:4px;">0.96014</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Cross-Entropy" style="text-decoration:None;">Cross Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.55021</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Gwet's-AC1" style="text-decoration:None;">Gwet_AC1</a></td>
<td style="border:1px solid black;padding:4px;">0.9609</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Hamming-Loss" style="text-decoration:None;">Hamming Loss</a></td>
<td style="border:1px solid black;padding:4px;">0.02632</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Joint-Entropy" style="text-decoration:None;">Joint Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.68902</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kullback-Liebler-(KL)-divergence" style="text-decoration:None;">KL Divergence</a></td>
<td style="border:1px solid black;padding:4px;">0.0032</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kappa-(Nominal)" style="text-decoration:None;">Kappa</a></td>
<td style="border:1px solid black;padding:4px;">0.95979</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kappa-95%-CI" style="text-decoration:None;">Kappa 95% CI</a></td>
<td style="border:1px solid black;padding:4px;">(0.88202,1.03756)</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kappa-No-Prevalence" style="text-decoration:None;">Kappa No Prevalence</a></td>
<td style="border:1px solid black;padding:4px;">0.94737</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kappa-95%-CI" style="text-decoration:None;">Kappa Standard Error</a></td>
<td style="border:1px solid black;padding:4px;">0.03968</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Kappa-Unbiased" style="text-decoration:None;">Kappa Unbiased</a></td>
<td style="border:1px solid black;padding:4px;">0.95977</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Goodman-and-Kruskal's-lambda-A" style="text-decoration:None;">Lambda A</a></td>
<td style="border:1px solid black;padding:4px;">0.95455</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Goodman-and-Kruskal's-lambda-B" style="text-decoration:None;">Lambda B</a></td>
<td style="border:1px solid black;padding:4px;">0.95652</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Mutual-Information" style="text-decoration:None;">Mutual Information</a></td>
<td style="border:1px solid black;padding:4px;">1.42359</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#NIR-(No-Information-Rate)" style="text-decoration:None;">NIR</a></td>
<td style="border:1px solid black;padding:4px;">0.42105</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Overall_ACC" style="text-decoration:None;">Overall_ACC</a></td>
<td style="border:1px solid black;padding:4px;">0.97368</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Overall_CEN" style="text-decoration:None;">Overall_CEN</a></td>
<td style="border:1px solid black;padding:4px;">0.06054</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Overall_J" style="text-decoration:None;">Overall_J</a></td>
<td style="border:1px solid black;padding:4px;">(2.8375,0.94583)</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Overall_MCEN" style="text-decoration:None;">Overall_MCEN</a></td>
<td style="border:1px solid black;padding:4px;">0.09387</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Overall_RACC" style="text-decoration:None;">Overall_RACC</a></td>
<td style="border:1px solid black;padding:4px;">0.34557</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Overall_RACCU" style="text-decoration:None;">Overall_RACCU</a></td>
<td style="border:1px solid black;padding:4px;">0.34591</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#P-Value" style="text-decoration:None;">P-Value</a></td>
<td style="border:1px solid black;padding:4px;">0.0</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#PPV_Macro" style="text-decoration:None;">PPV_Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.96667</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#PPV_Micro" style="text-decoration:None;">PPV_Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.97368</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Phi-Squared" style="text-decoration:None;">Phi-Squared</a></td>
<td style="border:1px solid black;padding:4px;">1.84375</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Reference-Entropy" style="text-decoration:None;">Reference Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.54701</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Response-Entropy" style="text-decoration:None;">Response Entropy</a></td>
<td style="border:1px solid black;padding:4px;">1.5656</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#Scott's-pi-(Nominal)" style="text-decoration:None;">Scott_PI</a></td>
<td style="border:1px solid black;padding:4px;">0.95977</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#95%-CI" style="text-decoration:None;">Standard Error</a></td>
<td style="border:1px solid black;padding:4px;">0.02597</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#SOA3-(Strength-of-Agreement,-Altman%E2%80%99s-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Altman)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Very Good</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#SOA4-(Strength-of-Agreement,-Cicchetti%E2%80%99s-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Cicchetti)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Excellent</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#SOA2-(Strength-of-Agreement,-:-Fleiss%E2%80%99-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Fleiss)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Excellent</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#SOA1-(Strength-of-Agreement,-Landis-and-Koch-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Landis and Koch)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Almost Perfect</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TPR_Macro" style="text-decoration:None;">TPR_Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.97917</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TPR_Micro" style="text-decoration:None;">TPR_Micro</a></td>
<td style="border:1px solid black;padding:4px;">0.97368</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;"><a href="http://www.shaghighi.ir/pycm/doc/#Zero-one-Loss" style="text-decoration:None;">Zero-one Loss</a></td>
<td style="border:1px solid black;padding:4px;">1</td>
</tr>
</table>
<h2>Class Statistics : </h2>
<table style="border:1px solid black;border-collapse: collapse;">
<tr align="center">
<td>Class</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;">1</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2</td>
<td>Description</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#ACC-(accuracy)" style="text-decoration:None;">ACC</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;">0.97368</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.97368</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Accuracy</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#BM-(Informedness-or-Bookmaker-Informedness)" style="text-decoration:None;">BM</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;">0.9375</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.96552</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Informedness or bookmaker informedness</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/#CEN-(Confusion-Entropy)" style="text-decoration:None;">CEN</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;">0.07991</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.11179</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Confusion entropy</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">None</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;text-align:left;">Diagnostic odds ratio</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#ERR(Error-rate)" style="text-decoration:None;">ERR</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.02632</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.02632</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Error rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FBeta-Score" style="text-decoration:None;">F0.5</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;">0.98684</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.91837</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">F0.5 score</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FBeta-Score" style="text-decoration:None;">F1</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;">0.96774</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.94737</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 align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FBeta-Score" style="text-decoration:None;">F2</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;">0.94937</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.97826</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">F2 score</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">0.0</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;">False discovery rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FN-(False-negative/miss/Type-II-error)" style="text-decoration:None;">FN</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;">1</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;text-align:left;">False negative/miss/type 2 error</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FNR-(miss-rate-or-false-negative-rate)" style="text-decoration:None;">FNR</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;">0.0625</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;text-align:left;">Miss rate or false negative rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.04348</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;text-align:left;">False omission rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FP-(False-positive/false-alarm/Type-I-error)" 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;">0</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;">False positive/type 1 error/false alarm</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#FPR-(fall-out-or-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;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.03448</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Fall-out or false positive rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#G-(G-measure-geometric-mean-of-precision-and-sensitivity)" style="text-decoration:None;">G</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;">0.96825</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.94868</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 align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/#IS-(Information-Score)" style="text-decoration:None;">IS</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.54749</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.24793</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">1.926</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Information score</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/#J-(Jaccard-index)" style="text-decoration:None;">J</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;">0.9375</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.9</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Jaccard index</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#PLR-(Positive-likelihood-ratio)" style="text-decoration:None;">LR+</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;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">29.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Positive likelihood ratio</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#NLR-(Negative-likelihood-ratio)" style="text-decoration:None;">LR-</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;">0.0625</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;text-align:left;">Negative likelihood ratio</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.94696</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.93218</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Matthews correlation coefficient</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/#MCEN-(Modified-Confusion-Entropy)" style="text-decoration:None;">MCEN</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;">0.125</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.1661</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Modified confusion entropy</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#MK-(Markedness)" style="text-decoration:None;">MK</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;">0.95652</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.9</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Markedness</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#N-(Condition-negative)" style="text-decoration:None;">N</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">22</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">29</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Condition negative</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.95652</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;text-align:left;">Negative predictive value</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#P-(Condition-positive)" style="text-decoration:None;">P</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">13</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">16</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;text-align:left;">Condition positive or support</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#POP-(Population)" style="text-decoration:None;">POP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">38</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">38</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">38</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Population</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#PPV-(precision-or-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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.9</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Precision or positive predictive value</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#PRE-(Prevalence)" style="text-decoration:None;">PRE</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.34211</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.42105</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.23684</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Prevalence</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#RACC(Random-accuracy)" style="text-decoration:None;">RACC</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.11704</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.1662</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.06233</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Random accuracy</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">0.11704</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.16638</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.0625</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Random accuracy unbiased</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TN-(True-negative/correct-rejection)" style="text-decoration:None;">TN</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">22</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">28</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">True negative/correct rejection</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TNR-(specificity-or-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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.96552</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Specificity or true negative rate</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">25</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">23</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">28</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Test outcome negative</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/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;">13</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">15</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;text-align:left;">Test outcome positive</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TP-(True-positive-/-hit)" style="text-decoration:None;">TP</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">13</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">15</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;text-align:left;">True positive/hit</td>
</tr>
<tr align="center" style="border:1px solid black;border-collapse: collapse;">
<td style="border:1px solid black;padding:4px;border-collapse: collapse;"><a href="http://www.shaghighi.ir/pycm/doc/index.html#TPR--(sensitivity,-recall,-hit-rate,-or-true-positive-rate)" style="text-decoration:None;">TPR</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;">0.9375</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;text-align:left;">Sensitivity, recall, hit rate, or true positive rate</td>
</tr>
</table>
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