Skip to main content

Table 12 Summary of results for the QSAR Oral Toxicity Dataset

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

Classifier Accuracy (%) Sensitivity (%) Specificity (%) No. of features
NB 79.78 80.79 68.56 1024
NB + CCEAFS 87.79 91.20 49.80 201
NB + CCFSRFG-1 92.55 97.62 36.03 60
NB + CCFSRFG-2 85.77 88.26 58.03 467
  1. Italic signifies the improvements of the proposed approach over existing techniques