Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 10

Results of machine learning models with SMOTE data resampling.

Model	Accuracy	Precision	Recall	F1 score
RF	0.976	0.983	0.969	0.976
ETC	0.982	0.986	0.979	0.982
GBC	0.966	0.978	0.955	0.966
LR	0.943	0.973	0.912	0.941
MLP	0.927	0.945	0.908	0.926