Research Article

Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 16

Results of 10-fold cross-validation.

ModelsCRSMOTEADASYNCC

RF0.98 0.97 0.96 0.94
ETC0.99 0.98 0.98 0.94
GBC0.98 0.97 0.97 0.94
LR0.98 0.96 0.96 0.93
MLP0.97 0.93 0.93 0.91