Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 9

Results of machine learning models with CC data resampling.

Model	Accuracy	Precision	Recall	F1 score
RF	0.943	0.958	0.922	0.940
ETC	0.935	0.949	0.915	0.932
GBC	0.936	0.946	0.922	0.934
LR	0.933	0.961	0.899	0.929
MLP	0.905	0.938	0.861	0.898