Support Vector Machine optimization on Home Credit Query Q1 (train)
34Runtime (s)UNIFORM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UNIFORMCoreset size=2002022.10 | 34 | 2.22 | |
| UNIFORMCoreset size=4002022.10 | 35 | 2.6 | |
| UNIFORMCoreset size=6002022.10 | 35 | 2.09 | |
| UNIFORMCoreset size=8002022.10 | 36 | 2.23 | |
| UNIFORMCoreset size=10002022.10 | 38 | 2.14 | |
| RCORECoreset size=2002022.10 | 208 | 0.92 | |
| RCORECoreset size=4002022.10 | 288 | 0.31 | |
| RCORECoreset size=6002022.10 | 363 | 0.27 | |
| RCORECoreset size=8002022.10 | 446 | 0.16 | |
| RCORECoreset size=10002022.10 | 531 | 0.02 | |
| ORI-GONCoreset size=2002022.10 | 3,808 | 1.41 | |
| ORI-GONCoreset size=4002022.10 | 5,208 | 1.5 | |
| ORI-GONCoreset size=6002022.10 | 6,606 | 1.29 | |
| ORI-GONCoreset size=8002022.10 | 8,044 | 1.12 | |
| ORI-GONCoreset size=10002022.10 | 9,434 | 0.95 |