Code import - branch release/SIENTIAPDE-1645

docs/test-scenarios/08-linear-regression-with-limits.json

@@ -0,0 +1,45 @@
+{
+  "_description": "Regressão linear com limites inferior e superior para variáveis",
+  "experiment_run_id": 1008,
+  "variable_columns": [
+    "303-WIT-200(Value)"
+  ],
+  "target_variable": "03CV020/CORRENTE_N_M1_PV(Value)",
+  "bucket_name": "model-training",
+  "file_name": "training_data.csv",
+  "line_separator": ",",
+  "decimal_separator": ".",
+  "date_column": "timestamp",
+  "date_format": "yyyy-MM-dd HH:mm:ss",
+  "train_size": 80,
+  "shuffle": true,
+  "random_state": 42,
+  "model_name": "Linear Regression",
+  "model_type": "linear_regression",
+  "data_model_kwargs": {
+    "lag_train": {
+      "303-WIT-200(Value)": 0
+    },
+    "lag_val": {
+      "303-WIT-200(Value)": 0
+    },
+    "nan_treatment": "drop",
+    "rem_static_win": false,
+    "static_threshold": null,
+    "start_date": null,
+    "end_date": null,
+    "support_filters": {
+      "303-WIT-200(Value)": {
+        "min": 0.0,
+        "max": 1000.0
+      }
+    },
+    "removed_intervals": []
+  },
+  "model_kwargs": {
+    "degree": 1,
+    "interaction_only": false,
+    "scaler_name": "None"
+  },
+  "opt_params": {}
+}