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Table 6 Results reproduced from [18], abbreviations are as follows: Support Vector Machine (SVM); Random Forest (RF); Deep Neural Network (DNN); true positive (\(\text {TP}\)); false positive (\(\text {FP}\)); F1 score (F1)

From: Survey on categorical data for neural networks

 

\(\text {TP}\) rate

\(\text {FP}\) rate

Accuracy

Precision

F1

SVM

0.682

0.108

0.787

0.863

0.762

RF

0.823

0.198

0.812

0.806

0.814

DNN

0.910

0.082

0.914

0.917

0.913