Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 11

Results of machine learning models with ADASYN data resampling.

Model	Accuracy	Precision	Recall	F1 score
RF	0.973	0.965	0.982	0.974
ETC	0.981	0.974	0.989	0.982
GBC	0.961	0.949	0.974	0.961
LR	0.839	0.871	0.795	0.832
MLP	0.860	0.858	0.861	0.860