Research Article

Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 12

Results of machine learning models with CR data resampling.

ModelAccuracyPrecisionRecallF1 score

RF0.9910.9920.9900.991
ETC0.9930.9920.9940.993
GBC0.9710.9680.9740.971
LR0.8860.9240.8400.880
MLP0.8920.9100.8680.889