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model result update
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@Kiddie-1410
Kiddie-1410 authored Oct 16, 2023
1 parent cd59402 commit 41c5de2
Showing 1 changed file with 6 additions and 154 deletions.
160 changes: 6 additions & 154 deletions model_results.csv
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model,Params,TP,FN,TN,FP,FP_rate,TP_rate,ROC AUC Score,Precision,Recall,F1_Score,Accuracy Score
Logistic Regresson,,8814,4440,10662,2618,[0. 0. 0. ... 0.99856928 0.99856928 1. ],[0. 0.00045269 0.00090539 ... 0.99992455 1. 1. ],0.8096450935021207,0.7709937018894332,0.6650067904028972,0.714088957303735,0.7340016582497927
GNB,,12696,584,7618,5636,[0. 0.00240964 0.00240964 ... 0.99856928 0.99856928 1. ],[0. 0.33174891 0.33182435 ... 0.99992455 1. 1. ],0.7825869117029458,0.9061093247588424,0.4252301192092953,0.5788230461127658,0.6908871636391045
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Random forest,n_estimators = 90,10122,3158,3420,9834,[0. 0.00496988 0.00504518 ... 0.86671687 0.86694277 1. ],[0. 0.36290931 0.36306021 ... 0.98777727 0.98777727 1. ],0.8393092685363455,0.7569273399014779,0.7419646899049344,0.7493713327745181,0.752091655988543
KNN,n_neighbors = 1,10705,2575,3872,9382,"[0. 0.0001506 0.0001506 0.00128012 0.00271084 0.0063253
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Precision,Recall,F1_Score,Accuracy Score
0.7709937018894332,0.6650067904028972,0.714088957303735,0.7340016582497927
0.9061093247588424,0.4252301192092953,0.5788230461127658,0.6908871636391045
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0.7569273399014779,0.7419646899049344,0.7493713327745181,0.752091655988543
0.7846449778372502,0.7078617775765806,0.7442782912220856,0.7570287178714102

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