Delete models/model_metadata.json

models/model_metadata.json

@@ -1,65 +0,0 @@
-{
-  "created_at": "2026-06-07T09:24:54.688827+00:00",
-  "data_source": "/Users/constantinochsner/car-purchase-advisor/data/raw/CarsDatasets2025.csv",
-  "model_name": "RandomForestRegressor",
-  "metrics": {
-    "LinearRegression": {
-      "mae": 23223.103858242743,
-      "rmse": 43507.29747695434,
-      "r2": 0.5830784228486372
-    },
-    "RandomForestRegressor": {
-      "mae": 10037.75425154734,
-      "rmse": 17295.66415738237,
-      "r2": 0.9341122548969982
-    },
-    "GradientBoostingRegressor": {
-      "mae": 13518.524286389193,
-      "rmse": 22610.112670996044,
-      "r2": 0.8874007207705841
-    }
-  },
-  "best_metrics": {
-    "mae": 10037.75425154734,
-    "rmse": 17295.66415738237,
-    "r2": 0.9341122548969982
-  },
-  "n_train": 940,
-  "n_test": 235,
-  "training_columns": [
-    "make_model",
-    "body_type",
-    "km",
-    "age",
-    "hp_kW",
-    "Fuel",
-    "Gearing_Type",
-    "Displacement_cc",
-    "Weight_kg",
-    "Drive_chain",
-    "cons_comb",
-    "Previous_Owners",
-    "Inspection_new",
-    "equipment_count",
-    "mileage_per_year"
-  ],
-  "numeric_features": [
-    "km",
-    "age",
-    "hp_kW",
-    "Displacement_cc",
-    "Weight_kg",
-    "cons_comb",
-    "Previous_Owners",
-    "equipment_count",
-    "mileage_per_year"
-  ],
-  "categorical_features": [
-    "make_model",
-    "body_type",
-    "Fuel",
-    "Gearing_Type",
-    "Drive_chain",
-    "Inspection_new"
-  ]
-}