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cm1.html
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cm1.html
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<html>
<head>
<title>cm1</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(105,105,105);color:white;padding:10px;height:7em;width:7em;">10</td>
<td style="background-color: rgb(165,165,165);color:black;;padding:10px;height:7em;width:7em;">6</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;">(0.72617,0.95804)</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#AUNP" style="text-decoration:None;">AUNP</a></td>
<td style="border:1px solid black;padding:4px;">0.89655</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#AUNU" style="text-decoration:None;">AUNU</a></td>
<td style="border:1px solid black;padding:4px;">0.90302</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's-S" style="text-decoration:None;">Bennett_S</a></td>
<td style="border:1px solid black;padding:4px;">0.76316</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#CBA-(Class-balance-accuracy)" style="text-decoration:None;">CBA</a></td>
<td style="border:1px solid black;padding:4px;">0.74167</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;">52.25</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;">0.40187</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;">0.82916</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;">1.65796</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;">0.76324</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#Hamming-loss" style="text-decoration:None;">Hamming Loss</a></td>
<td style="border:1px solid black;padding:4px;">0.15789</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;">1.94887</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-divergence" style="text-decoration:None;">KL Divergence</a></td>
<td style="border:1px solid black;padding:4px;">0.11096</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" style="text-decoration:None;">Kappa</a></td>
<td style="border:1px solid black;padding:4px;">0.76735</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;">(0.59651,0.93818)</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;">0.68421</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;">0.08716</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;">0.76299</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-&-Kruskal's-lambda-A" style="text-decoration:None;">Lambda A</a></td>
<td style="border:1px solid black;padding:4px;">0.72727</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-&-Kruskal's-lambda-B" style="text-decoration:None;">Lambda B</a></td>
<td style="border:1px solid black;padding:4px;">0.73913</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#Mutual-information" style="text-decoration:None;">Mutual Information</a></td>
<td style="border:1px solid black;padding:4px;">1.16374</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#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;">0.84211</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_CEN" style="text-decoration:None;">Overall_CEN</a></td>
<td style="border:1px solid black;padding:4px;">0.16245</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_J" style="text-decoration:None;">Overall_J</a></td>
<td style="border:1px solid black;padding:4px;">(2.225,0.74167)</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_MCC" style="text-decoration:None;">Overall_MCC</a></td>
<td style="border:1px solid black;padding:4px;">0.79663</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_MCEN" style="text-decoration:None;">Overall_MCEN</a></td>
<td style="border:1px solid black;padding:4px;">0.18661</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;">0.32133</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;">0.3338</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#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;">0.86667</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;">0.84211</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;">1.375</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#RCI-(Relative-classifier-information)" style="text-decoration:None;">RCI</a></td>
<td style="border:1px solid black;padding:4px;">0.75225</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#RR-(Global-performance-index)" style="text-decoration:None;">RR</a></td>
<td style="border:1px solid black;padding:4px;">12.66667</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" style="text-decoration:None;">Scott_PI</a></td>
<td style="border:1px solid black;padding:4px;">0.76299</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;">0.05915</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-(Altmans-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Altman)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">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-(Cicchettis-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-(Fleiss-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-(Landis-&-Kochs-benchmark)" style="text-decoration:None;">Strength_Of_Agreement(Landis and Koch)</a></td>
<td style="border:1px solid black;padding:4px;background-color:Green;">Substantial</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;">0.875</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;">0.84211</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#Zero-one-loss" style="text-decoration:None;">Zero-one Loss</a></td>
<td style="border:1px solid black;padding:4px;">6</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;">0.84211</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.84211</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#AUC-(Area-under-the-ROC-curve)" style="text-decoration:None;">AUC</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;">0.8125</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.89655</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Area under the roc curve</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-(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;">0.625</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7931</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/index.html#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;">0.24409</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;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#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;">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;">Discriminant power</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#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:White;">None</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;text-align:left;">Discriminant power interpretation</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;">0.15789</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.15789</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;">0.89286</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;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;">0.76923</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;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;">0.67568</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;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;">0.4</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)" 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;">6</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-(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;">0.375</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;">0.21429</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)" 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;">6</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-(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;">0.2069</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)" 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;">0.79057</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;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/index.html#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;">1.34104</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/index.html#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;">0.625</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;">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#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;">0.70076</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.68983</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/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</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.26532</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;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;">0.78571</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;">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#NLR-(Negative-likelihood-ratio)" style="text-decoration:None;">NLR</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;">0.375</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#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;">0.78571</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#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;">None</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">4.83333</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#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: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;text-align:left;">Positive likelihood ratio interpretation</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-(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;">0.6</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;">0.1108</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.09349</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;">0.11704</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.09972</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)" 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;">23</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-(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;">0.7931</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;">28</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;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;">10</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;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)" 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;">10</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-(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;">0.625</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>
<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#Y-(Youden-index)" style="text-decoration:None;">Y</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;">0.625</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.7931</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Youden 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#dInd-(Distance-index)" style="text-decoration:None;">dInd</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;">0.375</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.2069</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Distance 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#sInd-(Similarity-index)" style="text-decoration:None;">sInd</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;">0.73483</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.8537</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
</tr>
</table>
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