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 |