Medical Cost Analysis
Sep 10, 2021
Load graph (25 KB)
Loading...
Load graph (39 KB)
Loading...
Load graph (24 KB)
Loading...
((1070, 11), (268, 11), (1070, 1), (268, 1))
Model | rmse | mse | mae | r2 | |
---|---|---|---|---|---|
7 | gb_boost | 0.069097 | 0.004774 | 0.038394 | 0.879299 |
5 | rand_reg | 0.073894 | 0.005460 | 0.041038 | 0.861959 |
11 | xgb_reg | 0.081177 | 0.006590 | 0.045070 | 0.833405 |
8 | ada_boost | 0.083574 | 0.006985 | 0.069625 | 0.823422 |
9 | knn_reg | 0.092000 | 0.008464 | 0.057458 | 0.786020 |
0 | lin_reg | 0.092521 | 0.008560 | 0.066740 | 0.783593 |
2 | ridge | 0.092576 | 0.008570 | 0.066542 | 0.783336 |
10 | svm | 0.096521 | 0.009316 | 0.076285 | 0.764474 |
4 | sgd_reg | 0.096747 | 0.009360 | 0.069352 | 0.763370 |
6 | tree_reg | 0.111676 | 0.012471 | 0.052392 | 0.684709 |
1 | lasso | 0.198977 | 0.039592 | 0.153129 | -0.000919 |
3 | elastic_net | 0.198977 | 0.039592 | 0.153129 | -0.000919 |