Decision Tree Learning on UCI Machine Learning Repository Average of 16 datasets (train test)
93.8Average Primal IntegralConTree
Evaluation results
| Method | Links | |
|---|---|---|
| ConTreeRuntime (s)=5, Tree depth=52026.01 | 93.8 | |
| ConTreeRuntime (s)=15, Tree depth=52026.01 | 93.8 | |
| ConTreeRuntime (s)=30, Tree depth=52026.01 | 93.8 | |
| ConTreeRuntime (s)=60, Tree depth=52026.01 | 93.7 | |
| ConTreeRuntime (s)=120, Tree depth=52026.01 | 92.7 | |
| ConTree-GiniRuntime (s)=5, Tree depth=52026.01 | 90.1 | |
| ConTree-GiniRuntime (s)=15, Tree depth=52026.01 | 89.2 | |
| ConTree-GiniRuntime (s)=30, Tree depth=52026.01 | 85.2 | |
| ConTreeRuntime (s)=300, Tree depth=52026.01 | 83.9 | |
| ConTree-GiniRuntime (s)=60, Tree depth=52026.01 | 83.2 | |
| ConTree-GiniRuntime (s)=120, Tree depth=52026.01 | 82.2 | |
| ConTreeRuntime (s)=600, Tree depth=52026.01 | 79.8 | |
| ConTree-GiniRuntime (s)=300, Tree depth=52026.01 | 78.4 | |
| ConTree-GiniRuntime (s)=600, Tree depth=52026.01 | 76.7 | |
| C4.5Runtime (s)=5, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=15, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=30, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=60, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=120, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=300, Tree depth=52026.01 | 50.2 | |
| C4.5Runtime (s)=600, Tree depth=52026.01 | 50.2 | |
| CA-ConTreeRuntime (s)=5, Tree depth=52026.01 | 40.2 | |
| CA-ConTreeRuntime (s)=15, Tree depth=52026.01 | 33.4 | |
| CA-ConTreeRuntime (s)=30, Tree depth=52026.01 | 31.2 | |
| CA-ConTreeRuntime (s)=60, Tree depth=52026.01 | 29.5 | |
| CA-ConTreeRuntime (s)=120, Tree depth=52026.01 | 28.3 | |
| CA-ConTreeRuntime (s)=300, Tree depth=52026.01 | 26.5 | |
| CA-ConTreeRuntime (s)=600, Tree depth=52026.01 | 24.8 |