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Advances in Astronomy
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2021
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Article
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Tab 15
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Research Article
Predicting Pulsars from Imbalanced Dataset with Hybrid Resampling Approach
Table 15
Performance results for deep learning models.
Model
Accuracy
Precision
Recall
F1 Score
LSTM
0.98
0.96
0.91
0.94
DNN
0.98
0.96
0.90
0.93
GRU
0.98
0.95
0.92
0.94