Classification on Diabetes (Misclassification Rate)
22.05Mean Misclassification RateAll data
Evaluation results
| Method | Links | ||
|---|---|---|---|
| All dataepsilon (ε)=10002026.02 | 22.05 | 0.015 | |
| Averagingepsilon (ε)=10002026.02 | 22.23 | 0.016 | |
| Votingepsilon (ε)=10002026.02 | 22.81 | 0.016 | |
| Model Averagingepsilon (ε)=10002026.02 | 23.03 | 0.018 | |
| MRMAepsilon (ε)=10002026.02 | 23.03 | 0.018 | |
| Model Reversalepsilon (ε)=10002026.02 | 26.02 | 0.013 | |
| Weakepsilon (ε)=10002026.02 | 26.6 | 0.01 | |
| Model Reversalepsilon (ε)=102026.02 | 34.01 | 0.018 | |
| Model Reversalepsilon (ε)=52026.02 | 34.16 | 0.017 | |
| Model Averagingepsilon (ε)=102026.02 | 34.29 | 0.018 | |
| MRMAepsilon (ε)=102026.02 | 34.3 | 0.018 | |
| Model Averagingepsilon (ε)=52026.02 | 34.31 | 0.018 | |
| MRMAepsilon (ε)=12026.02 | 34.31 | 0.018 | |
| MRMAepsilon (ε)=52026.02 | 34.31 | 0.018 | |
| Votingepsilon (ε)=102026.02 | 34.31 | 0.018 | |
| Averagingepsilon (ε)=52026.02 | 34.31 | 0.018 | |
| Averagingepsilon (ε)=102026.02 | 34.31 | 0.018 | |
| All dataepsilon (ε)=52026.02 | 34.31 | 0.018 | |
| All dataepsilon (ε)=102026.02 | 34.31 | 0.018 | |
| Votingepsilon (ε)=52026.02 | 34.38 | 0.019 | |
| MRMAepsilon (ε)=0.52026.02 | 34.49 | 0.03 | |
| Model Averagingepsilon (ε)=12026.02 | 34.59 | 0.033 | |
| Model Reversalepsilon (ε)=12026.02 | 34.9 | 0.02 | |
| Model Averagingepsilon (ε)=0.52026.02 | 37.32 | 0.095 | |
| Weakepsilon (ε)=102026.02 | 38.06 | 0.03 | |
| Histogramepsilon (ε)=10002026.02 | 39.8 | 0.036 | |
| Model Reversalepsilon (ε)=0.52026.02 | 40.23 | 0.031 | |
| Averagingepsilon (ε)=12026.02 | 41.5 | 0.132 | |
| All dataepsilon (ε)=12026.02 | 41.57 | 0.132 | |
| Weakepsilon (ε)=52026.02 | 42.95 | 0.047 | |
| MRMAepsilon (ε)=0.12026.02 | 43.44 | 0.144 | |
| Averagingepsilon (ε)=0.52026.02 | 45.61 | 0.152 | |
| Model Averagingepsilon (ε)=0.12026.02 | 46.22 | 0.153 | |
| All dataepsilon (ε)=0.52026.02 | 46.33 | 0.153 | |
| Votingepsilon (ε)=12026.02 | 48.09 | 0.197 | |
| Model Reversalepsilon (ε)=0.12026.02 | 48.22 | 0.032 | |
| Weakepsilon (ε)=12026.02 | 48.48 | 0.055 | |
| Averagingepsilon (ε)=0.12026.02 | 49.03 | 0.157 | |
| Weakepsilon (ε)=0.52026.02 | 49.23 | 0.066 | |
| Weakepsilon (ε)=0.12026.02 | 49.55 | 0.078 | |
| Histogramepsilon (ε)=102026.02 | 49.58 | 0.058 | |
| Histogramepsilon (ε)=52026.02 | 49.64 | 0.057 | |
| Histogramepsilon (ε)=0.12026.02 | 49.75 | 0.057 | |
| Histogramepsilon (ε)=0.52026.02 | 49.75 | 0.057 | |
| Histogramepsilon (ε)=12026.02 | 49.75 | 0.057 | |
| All dataepsilon (ε)=0.12026.02 | 50.82 | 0.158 | |
| Votingepsilon (ε)=0.52026.02 | 53.93 | 0.226 | |
| Votingepsilon (ε)=0.12026.02 | 55.25 | 0.221 |