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cm2.html
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cm2.html
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<html>
<head>
<title>Example1_Files\cm2</title>
</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 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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#ACC_Macro" style="text-decoration:None;">ACC Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.98246</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#AUNP" style="text-decoration:None;">AUNP</a></td>
<td style="border:1px solid black;padding:4px;">0.98276</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#AUNU" style="text-decoration:None;">AUNU</a></td>
<td style="border:1px solid black;padding:4px;">0.98384</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Bennett's-S" 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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#CBA-(Class-balance-accuracy)" style="text-decoration:None;">CBA</a></td>
<td style="border:1px solid black;padding:4px;">0.94583</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/doc/index.html#F1_Macro" style="text-decoration:None;">F1 Macro</a></td>
<td style="border:1px solid black;padding:4px;">0.9717</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#F1_Micro" style="text-decoration:None;">F1 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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Kullback-Liebler-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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Kappa" 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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Kappa-standard-error" 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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Goodman-&-Kruskal's-lambda-A" style="text-decoration:None;">Lambda A</a></td>
<td style="border:1px solid black;padding:4px;">0.95455</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Goodman-&-Kruskal's-lambda-B" style="text-decoration:None;">Lambda B</a></td>
<td style="border:1px solid black;padding:4px;">0.95652</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:aqua;"><a href="http://www.pycm.ir/doc/index.html#Overall_MCC" style="text-decoration:None;">Overall MCC</a></td>
<td style="border:1px solid black;padding:4px;">0.96082</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Pearson's-C" style="text-decoration:None;">Pearson C</a></td>
<td style="border:1px solid black;padding:4px;">0.8052</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#RCI-(Relative-classifier-information)" style="text-decoration:None;">RCI</a></td>
<td style="border:1px solid black;padding:4px;">0.92022</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Almost Perfect</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#SOA2-(Fleiss'-benchmark)" style="text-decoration:None;">SOA2(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;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Very Good</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Excellent</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Very Strong</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:aqua;"><a href="http://www.pycm.ir/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:Green;">Very Strong</td>
</tr>
<tr align="center">
<td style="border:1px solid black;padding:4px;text-align:left;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Scott's-Pi" 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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#Standard-error" 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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/doc/index.html#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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.95711</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.98556</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Adjusted F-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;background-color:transparent;"><a href="http://www.pycm.ir/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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.97989</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.97521</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Adjusted geometric mean</td>
</tr>
<tr align="center" style="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.ir/doc/index.html#AM-(Automatic/Manual)" style="text-decoration:None;">AM</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;">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 align="center" style="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.ir/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;">0.96875</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.98276</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;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Excellent</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Excellent</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Excellent</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">AUC value 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;background-color:aqua;"><a href="http://www.pycm.ir/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;">0.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.01316</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.01316</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Bray-Curtis dissimilarity</td>
</tr>
<tr align="center" style="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.ir/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;">0.9375</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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.07991</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.0625</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.03448</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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.96825</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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#GI-(Gini-index)" style="text-decoration:None;">GI</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;">Gini 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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#GM-(G-mean)" style="text-decoration:None;">GM</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;">0.98261</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 align="center" style="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.ir/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;">1.0</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.87891</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.99881</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Index of balanced 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;background-color:transparent;"><a href="http://www.pycm.ir/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;">1.926</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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.9375</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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#LS-(Lift-score)" style="text-decoration:None;">LS</a></td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.92308</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">2.375</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">3.8</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Lift 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;background-color:aqua;"><a href="http://www.pycm.ir/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;background-color:aqua;"><a href="http://www.pycm.ir/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:Green;">Very Strong</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Very Strong</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Very Strong</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Matthews correlation coefficient 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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.125</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.0625</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;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Good</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Good</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;background-color:Green;">Good</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Negative 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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;text-align:left;">Overlap 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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;">Otsuka-Ochiai 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;background-color:transparent;"><a href="http://www.pycm.ir/doc/index.html#OP-(Optimized-precision)" style="text-decoration:None;">OP</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;">0.94143</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.95614</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Optimized precision</td>
</tr>
<tr align="center" style="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.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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:Green;">Good</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.9</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;">Yule Q - coefficient of colligation</td>
</tr>
<tr align="center" style="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.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.96552</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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;background-color:transparent;"><a href="http://www.pycm.ir/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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.9375</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>
<tr align="center" style="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.ir/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;">0.9375</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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.0625</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;">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;background-color:transparent;"><a href="http://www.pycm.ir/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;">0.95581</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;">0.97562</td>
<td style="border:1px solid black;padding:4px;border-collapse: collapse;text-align:left;">Similarity index</td>
</tr>
</table>
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