Table 7 Metric details and confusion matrix of Light Gradient Boosting machine model

Metric details

Score

Threshold

logloss

0.5999256

nan

auc

0.733439

nan

F1

0.682927

0.341911

accuracy

0.678571

0.423087

precision

0.736842

0.650400

recall

1

0.061210

mcc

0.386971

0.372188

Confusion matrix (at threshold = 0.423087)

Predicted as false

Predicted as true

Labeled as false

260

143

Labeled as true

82

215