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Performance comparison of different negative sample selection methods. Blue denotes the performances of random selection method, green denotes the performances of NCPIS and yellow denotes the performances of our proposed NDTISE method. (a–d) Represent precision, recall, F-measure and AUC values of different negative samples extraction methods using respective classification models, respectively.
