priority_metrics [results]

results/priority_metrics.json

@@ -4,43 +4,43 @@
   "n_test": 10000,
   "n_features": 39,
   "test": {
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-    "explained_variance": 0.6156744779220631,
-    "mae": 0.03124125294879791,
-    "median_abs_err": 0.0037099547377237863,
-    "rmse": 0.0587343981843648,
-    "mape": 0.03967715128882037,
-    "max_error": 0.2639189537954676,
-    "pearson_r": 0.7847373057824593,
+    "r2": 0.603317878990091,
+    "explained_variance": 0.6033621819811885,
+    "mae": 0.032294680552199376,
+    "median_abs_err": 0.0038764424498446415,
+    "rmse": 0.059880713389878125,
+    "mape": 0.040893161303422576,
+    "max_error": 0.2599922656457546,
+    "pearson_r": 0.7772041067358668,
     "pearson_p": 0.0,
-    "spearman_rho": 0.8603334579766417,
+    "spearman_rho": 0.8595923487286917,
     "spearman_p": 0.0
   },
   "residuals": {
-    "mean": -0.00011024750181028402,
-    "std": 0.05873429471414345,
-    "p05": -0.15415690752947556,
-    "p50": 0.0007553654336455162,
-    "p95": 0.08713281852531708
+    "mean": 0.0006328228853243625,
+    "std": 0.05987736944185624,
+    "p05": -0.15527903811242424,
+    "p50": 0.0008676297375017072,
+    "p95": 0.08866866845286552
   },
   "cv": {
-    "r2_mean": 0.6115895982050594,
-    "r2_std": 0.005710831815521744,
+    "r2_mean": 0.6148303287209793,
+    "r2_std": 0.002304745494822738,
     "r2_folds": [
-      0.6038061477968213,
-      0.6203839424374835,
-      0.6084519167965847,
-      0.6152062988779541,
-      0.6100996851164535
+      0.6130495157959739,
+      0.6156046016910167,
+      0.615789428582328,
+      0.611547429055133,
+      0.6181606684804452
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-    "mae_mean": 0.031637590104193695,
-    "mae_std": 0.0007160417871140501,
+    "mae_mean": 0.031321037489948765,
+    "mae_std": 0.00041568885998230894,
     "mae_folds": [
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-      0.03119700519248509,
-      0.03237226417438908,
-      0.03103179285564631,
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+      0.03157843702203713,
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+      0.03156603553312271,
+      0.03087181214720307,
+      0.03077749367253484
     ]
   }
 }