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Table 13 Summary of results for the Colon Cancer Dataset

From: Cooperative co-evolution for feature selection in Big Data with random feature grouping

Classifier Accuracy (%) Sensitivity (%) Specificity (%) No. of features
NB 58.06 50.00 72.73 2000
NB + CCEAFS 64.52 57.50 77.27 469
NB + CCFSRFG-1 88.71 82.50 100.00 73
NB + CCFSRFG-2 69.35 60.00 86.36 1004
  1. Italic signifies the improvements of the proposed approach over existing techniques