Research Article

Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach

Table 7

Number of samples for pulsar and non-pulsar samples for data resampling after data splitting.

CategoryOriginalCCSMOTEADASYNCR

Pulsar1,6391,63913,32113,33128,291
Non-pulsar16,2594,57716,25916,25937,095
Total17,8986,21629,58029,59065,386