Table 2 Detailed accuracy by random forest in ten fold cross validation.

From: The metabolic clock of ketamine abuse in rats by a machine learning model

 

TP rate

FP rate

Precision

Recall

F-measure

MCC

ROC area

PRC area

Class

 

0.85

0.009

0.96

0.55

0.90

0.88

0.987

0.959

No drug

0.97

0.009

0.96

0.97

0.96

0.95

0.996

0.966

0.5 h to 4 h

0.81

0.013

0.90

0.81

0.85

0.83

0.971

0.878

8 h to 1 day

0.68

0.054

0.77

0.68

0.72

0.65

0.927

0.763

2 days to 8 days

0.934

0.115

0.79

0.93

0.86

0.79

0.954

0.893

10 days to 29 days

Weighted average

0.85

0.053

0.86

0.85

0.85

0.81

0.96

0.889

 
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