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Advances in Astronomy
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2021
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Article
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Tab 7
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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.
Category
Original
CC
SMOTE
ADASYN
CR
Pulsar
1,639
1,639
13,321
13,331
28,291
Non-pulsar
16,259
4,577
16,259
16,259
37,095
Total
17,898
6,216
29,580
29,590
65,386