0.24.18

SVR

Author: bartzbeielstein

pyproject.toml

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "spotpython"
-version = "0.24.17"
+version = "0.24.18"
 authors = [
   { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" }
 ]

src/spotpython/hyperdict/sklearn_hyper_dict.json

@@ -229,6 +229,88 @@
             "upper": 0
         }
     },
+    "SVR": {
+        "C": {
+            "type": "float",
+            "default": 1.0,
+            "transform": "None",
+            "lower": 0.1,
+            "upper": 10.0
+        },
+        "kernel": {
+            "levels": [
+                "linear",
+                "poly",
+                "rbf",
+                "sigmoid"
+            ],
+            "type": "factor",
+            "default": "rbf",
+            "transform": "None",
+            "core_model_parameter_type": "str",
+            "lower": 0,
+            "upper": 3
+        },
+        "degree": {
+            "type": "int",
+            "default": 3,
+            "transform": "None",
+            "lower": 3,
+            "upper": 3
+        },
+        "gamma": {
+            "levels": [
+                "scale",
+                "auto"
+            ],
+            "type": "factor",
+            "default": "scale",
+            "transform": "None",
+            "core_model_parameter_type": "str",
+            "lower": 0,
+            "upper": 1
+        },
+        "coef0": {
+            "type": "float",
+            "default": 0.0,
+            "transform": "None",
+            "lower": 0.0,
+            "upper": 0.0
+        },
+        "epsilon": {
+            "type": "float",
+            "default": 0.1,
+            "transform": "None",
+            "lower": 0.01,
+            "upper": 1.0
+        },
+        "shrinking": {
+            "levels": [
+                0,
+                1
+            ],
+            "type": "factor",
+            "default": 0,
+            "transform": "None",
+            "core_model_parameter_type": "bool",
+            "lower": 0,
+            "upper": 1
+        },
+        "tol": {
+            "type": "float",
+            "default": 1e-3,
+            "transform": "None",
+            "lower": 1e-4,
+            "upper": 1e-2
+        },
+        "cache_size": {
+            "type": "float",
+            "default": 200,
+            "transform": "None",
+            "lower": 100,
+            "upper": 400
+        }
+    },
     "SVC": {
         "C": {
             "type": "float",