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model.joblib

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 16119091
+oid sha256:5e385ff22b7febe92922eafbd2f23fc4fe2d69d3909ea0061a0194ee71cfeb1f
+size 231232067

model.json

@@ -2,23 +2,23 @@
     "model_class": "RandomForestRegressor",
     "model_params": {
         "n_estimators": 600,
-        "max_depth": 8,
-        "max_features": null,
+        "max_depth": 15,
+        "max_features": "log2",
         "min_samples_split": 2,
-        "min_samples_leaf": 4
+        "min_samples_leaf": 1
     },
     "train_metrics": {
-        "Train RMSE": 272.73988338132943,
-        "Train MAE": 122.4478350515677,
-        "Train R-squared": 0.934430359004804,
-        "Train Adj. R-squared": 0.9343014694317255,
-        "Train MAPE": 0.0421253574616465
+        "Train RMSE": 127.86514071930398,
+        "Train MAE": 57.94370922148187,
+        "Train R-squared": 0.9855884787400796,
+        "Train Adj. R-squared": 0.9855601501600476,
+        "Train MAPE": 0.021969220468780883
     },
     "test_metrics": {
-        "Test RMSE": 302.3567983964201,
-        "Test MAE": 142.4964184837592,
-        "Test R-squared": 0.9198790257611633,
-        "Test Adj. R-squared": 0.9193728047866503,
-        "Test MAPE": 0.04988206097561451
+        "Test RMSE": 292.474737453539,
+        "Test MAE": 150.63160594110053,
+        "Test R-squared": 0.9250306984044901,
+        "Test Adj. R-squared": 0.9245570267689068,
+        "Test MAPE": 0.05718030542011318
     }
 }