Pipeline
Compete Name:xgb-and-lgbm-with-gpu-eda-pca
Pipeline Name:
Experimental Results
| Pipeline ID | Execution time | Memory | Score | Library & Version |
|---|---|---|---|---|
| 36523 | 2839.2711864000003 | 2300.0431900024 | 0.995625 | catboost,1.0.3 |
| 36523 | 2839.2711864000003 | 2300.0431900024 | 0.995625 | lightgbm,3.3.1 |
| 36523 | 2765.205433 | 2300.042388916 | 0.995775 | catboost,1.0.3 |
| 36523 | 2765.205433 | 2300.042388916 | 0.995775 | lightgbm,3.2.1 |
| 36523 | 2805.9161621000003 | 2300.042049408 | 0.9958 | catboost,0.25.1 |
| 36523 | 2805.9161621000003 | 2300.042049408 | 0.9958 | lightgbm,3.3.1 |
| 36523 | 2754.8708558999997 | 2300.0420646667 | 0.99565 | catboost,0.25.1 |
| 36523 | 2754.8708558999997 | 2300.0420646667 | 0.99565 | lightgbm,3.2.1 |
| 36523 | 2705.5814642 | 2300.0461893082 | 0.99575 | catboost,0.24.4 |
| 36523 | 2705.5814642 | 2300.0461893082 | 0.99575 | lightgbm,3.3.1 |
| 36523 | 2170.9961402999998 | 2300.0463008881 | 0.9957 | catboost,0.24.4 |
| 36523 | 2170.9961402999998 | 2300.0463008881 | 0.9957 | lightgbm,3.2.1 |
| 36523 | 1804.0792251 | 2300.0463056564 | 0.9957 | catboost,0.23.2 |
| 36523 | 1804.0792251 | 2300.0463056564 | 0.9957 | lightgbm,3.3.1 |
| 36523 | 1765.1942049000002 | 2300.0464544296 | 0.995825 | catboost,0.23.2 |
| 36523 | 1765.1942049000002 | 2300.0464544296 | 0.995825 | lightgbm,3.2.1 |
| 36523 | 1779.5150558 | 2300.0471782684 | 0.995775 | catboost,0.23 |
| 36523 | 1779.5150558 | 2300.0471782684 | 0.995775 | lightgbm,3.3.1 |
| 36523 | 1766.8672611 | 2300.0467414856 | 0.99575 | catboost,0.23 |
| 36523 | 1766.8672611 | 2300.0467414856 | 0.99575 | lightgbm,3.2.1 |
| 36523 | 1822.6459302 | 2300.0465049744 | 0.9957 | catboost,0.20.2 |
| 36523 | 1822.6459302 | 2300.0465049744 | 0.9957 | lightgbm,3.3.1 |
| 36523 | 1816.5118578000001 | 2300.0473222733 | 0.99555 | catboost,0.20.2 |
| 36523 | 1816.5118578000001 | 2300.0473222733 | 0.99555 | lightgbm,3.2.1 |
| 36523 | 1948.2029207 | 2299.9980735779 | 0.995475 | catboost,0.17.5 |
| 36523 | 1948.2029207 | 2299.9980735779 | 0.995475 | lightgbm,3.3.1 |
| 36523 | 1943.2388526 | 2299.9979982376 | 0.995725 | catboost,0.17.5 |
| 36523 | 1943.2388526 | 2299.9979982376 | 0.995725 | lightgbm,3.2.1 |
| 36523 | 2033.1535571999998 | 2299.9984302521 | 0.995725 | catboost,0.16.5 |
| 36523 | 2033.1535571999998 | 2299.9984302521 | 0.995725 | lightgbm,3.3.1 |
| 36523 | 1997.5489142 | 2299.9976100922 | 0.995675 | catboost,0.16.5 |
| 36523 | 1997.5489142 | 2299.9976100922 | 0.995675 | lightgbm,3.2.1 |
| 36523 | 2002.9798666 | 2299.9982118607 | 0.995525 | catboost,0.15.2 |
| 36523 | 2002.9798666 | 2299.9982118607 | 0.995525 | lightgbm,3.3.1 |
| 36523 | 1985.1359521 | 2299.9974908829 | 0.99565 | catboost,0.15.2 |
| 36523 | 1985.1359521 | 2299.9974908829 | 0.99565 | lightgbm,3.2.1 |
