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Table 4 Different Feature Space Performance in Cross Validation (CPD: Chemical Property with Density; Joint: joint of conventional features)

From: Imbalance learning for the prediction of N6-Methylation sites in mRNAs

Feature Precision Recall F1 MCC
K-mers 0.1392 0.3426 0.2461 0.1572
CPD 0.2460 0.4816 0.3256 0.2532
Binary 0.25 0.4906 0.3312 0.2601
Joint 0.2519 0.5035 0.3358 0.2661
Proposed 0.2669 0.5248 0.3538 0.2877
  1. These data in boldface just means the largest values in each metrics