Table 3 Recall Percentage of the individual classifiers and Combined Classifiers at different precision levels for Vowel Recognition Data
From: Enriching for correct prediction of biological processes using a combination of diverse classifiers
Precision | Overall (%) | 70% | 80% | 90% |
|---|---|---|---|---|
rf | 59 | 42.7 | 26.2 | 18.0 |
svm | 59 | 40.0 | 15.6 | 12.1 |
nn | 53 | 4.1 | 2.0 | 0.0 |
mars | 49 | 29.4 | 23.8 | 12.5 |
knn | 58 | 29.2 | 16.4 | 0.0 |
Vote | 63 | 39.0 | 17.3 | 0.0 |
Stack 1 | 57 | 36.3 | 27.0 | 3.6 |
Stack 2 | 62 | 43.0 | 22.0 | 6.0 |
PINCom | 66 | 49.3 | 32.9 | 18.2 |