Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 12

Results of machine learning models with CR data resampling.

Model	Accuracy	Precision	Recall	F1 score
RF	0.991	0.992	0.990	0.991
ETC	0.993	0.992	0.994	0.993
GBC	0.971	0.968	0.974	0.971
LR	0.886	0.924	0.840	0.880
MLP	0.892	0.910	0.868	0.889