mirror of
https://github.com/RYDE-WORK/lnp_ml.git
synced 2026-03-21 09:36:32 +08:00
63 lines
1.5 KiB
JSON
63 lines
1.5 KiB
JSON
{
|
|
"fold_results": [
|
|
{
|
|
"fold_idx": 0,
|
|
"n_samples": 2037,
|
|
"mse": 0.7226313117346976,
|
|
"rmse": 0.8500772386875781,
|
|
"mae": 0.6242580430768412,
|
|
"r2": 0.16916722542340512,
|
|
"correlation": 0.4730393645703907
|
|
},
|
|
{
|
|
"fold_idx": 1,
|
|
"n_samples": 1658,
|
|
"mse": 0.9158973512242636,
|
|
"rmse": 0.9570252615392467,
|
|
"mae": 0.7200029971805739,
|
|
"r2": 0.21368546363481555,
|
|
"correlation": 0.4973138359369983
|
|
},
|
|
{
|
|
"fold_idx": 2,
|
|
"n_samples": 1615,
|
|
"mse": 0.7387503133202947,
|
|
"rmse": 0.8595058541512645,
|
|
"mae": 0.6402343517433183,
|
|
"r2": 0.24978407645589784,
|
|
"correlation": 0.5249250503279256
|
|
},
|
|
{
|
|
"fold_idx": 3,
|
|
"n_samples": 1754,
|
|
"mse": 0.9009732149716101,
|
|
"rmse": 0.949196088788618,
|
|
"mae": 0.70815324582605,
|
|
"r2": 0.134571475403793,
|
|
"correlation": 0.4336201644807484
|
|
},
|
|
{
|
|
"fold_idx": 4,
|
|
"n_samples": 1520,
|
|
"mse": 0.7580491877309711,
|
|
"rmse": 0.870660202220689,
|
|
"mae": 0.653891459692654,
|
|
"r2": 0.1974701527113163,
|
|
"correlation": 0.488930703580102
|
|
}
|
|
],
|
|
"summary_stats": {
|
|
"rmse_mean": 0.8972929290774792,
|
|
"rmse_std": 0.046105045536526425,
|
|
"r2_mean": 0.19293567872584555,
|
|
"r2_std": 0.03912588645481614
|
|
},
|
|
"overall": {
|
|
"n_samples": 8584,
|
|
"mse": 0.8057061196128802,
|
|
"rmse": 0.8976113410674356,
|
|
"mae": 0.6681468887523418,
|
|
"r2": 0.19429387403723375,
|
|
"correlation": 0.4821095149481418
|
|
}
|
|
} |