Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 8

Results of machine learning models without data resampling.

Model	Accuracy	Precision	Recall	F1 score
RF	0.980	0.925	0.859	0.887
ETC	0.979	0.931	0.834	0.880
GBC	0.978	0.912	0.851	0.881
LR	0.980	0.942	0.831	0.885
MLP	0.975	0.902	0.826	0.862