S.No. | Models | Root mean square error | Accuracy on validation data |
---|---|---|---|
1 | LR | 156556.45293730905 | 0.022388308037899925 |
2 | DTR | 20691.78703623191 | 0.9829226515205226 |
3 | RFR | 25373.003231378854 | 0.9743215863591789 |
4 | ETR | 21133.91540130951 | 0.982185059749982 |
5 | ABR | 35891.80415270158 | 0.9486175250138749 |
6 | XGB | 29863.671852777836 | 0.9644277897507563 |
7 | BR | 23921.588532478676 | 0.9771753318099993 |