Add model for Alzheimer case with regression problem.

ML_models/trained_data_Alzheimer_regression/fitted_operations/operation_0.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2c64a54a18b260759550406c1b77648f0e5fb0700fedaa82626cefb92657bbc1
-size 12229009
+oid sha256:a4492ecd6e1104ca5ea7605b97b6443b395895496a936fbbacad62d2238f5d02
+size 12246865

ML_models/trained_data_Alzheimer_regression/fitted_operations/operation_2.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:948b7a00514ee4d61793d16d04021cce36a6c6763be73aa33b58ad8c5205b4a9
+size 2152335

ML_models/trained_data_Alzheimer_regression/trained_data_Alzheimer_regression.json

@@ -1,6 +1,7 @@
 {
     "total_pipeline_operations": [
         "scaling",
+        "isolation_forest_reg",
         "rfr"
     ],
     "depth": 2,
@@ -18,18 +19,48 @@
             ],
             "rating": null
         },
+        {
+            "operation_id": 2,
+            "operation_type": "isolation_forest_reg",
+            "operation_name": "IsolationForestRegImplementation",
+            "custom_params": {
+                "bootstrap": false,
+                "max_features": 0.9601965662092746,
+                "max_samples": 0.8070094168093943
+            },
+            "params": {
+                "bootstrap": false,
+                "max_features": 0.9601965662092746,
+                "max_samples": 0.8070094168093943
+            },
+            "nodes_from": [],
+            "fitted_operation_path": [
+                "fitted_operations",
+                "operation_2.pkl"
+            ],
+            "rating": null
+        },
         {
             "operation_id": 0,
             "operation_type": "rfr",
             "operation_name": "RandomForestRegressor",
             "custom_params": {
-                "n_jobs": 28
+                "n_jobs": 28,
+                "bootstrap": true,
+                "max_features": 0.5992052825182755,
+                "min_samples_leaf": 1,
+                "min_samples_split": 2
             },
             "params": {
-                "n_jobs": 28
+                "n_jobs": 28,
+                "bootstrap": true,
+                "max_features": 0.5992052825182755,
+                "min_samples_leaf": 1,
+                "min_samples_split": 2
             },
             "nodes_from": [
-                1
+                1,
+                2
             ],
             "fitted_operation_path": [
                 "fitted_operations",
@@ -42,5 +73,5 @@
         "preprocessing",
         "data_preprocessor.pkl"
     ],
-    "descriptive_id": "(/n_scaling;)/n_rfr_{'n_jobs': 28}"
+    "descriptive_id": "(/n_isolation_forest_reg_{'bootstrap': False, 'max_features': 0.9601965662092746, 'max_samples': 0.8070094168093943};;/n_scaling;)/n_rfr_{'n_jobs': 28, 'bootstrap': True, 'max_features': 0.5992052825182755, 'min_samples_leaf': 1, 'min_samples_split': 2}"
 }