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Table 7 The processing time details for our proposed method (FE: Feature engineering using complex network analysis)

From: CNFE-SE: a novel approach combining complex network-based feature engineering and stacked ensemble to predict the success of intrauterine insemination and ranking the features

Feature set Model Time for training (.sec) Time for applying on one test data record (.sec)
All 296 features CNFE-SE without FE 1751.62 21.47
All 296 features CNFE-SE with FE 1902.88 28.13
top 20 features CNFE-SE without FE 619.63 8.05
Top 20 features CNFE-SE with FE 744.92 11.26