added the default value to the feature param

Author: EinfachAnass

lkauto/algorithms/als.py

@@ -11,7 +11,7 @@ def get_default_configspace(**kwargs):
         """
               return default configurationspace
         """
-        features = UniformIntegerHyperparameter('features', lower=5, upper=10000, log=True)
+        features = UniformIntegerHyperparameter('features', lower=5, upper=10000, default_value= 1000, log=True)
         ureg = UniformFloatHyperparameter('ureg', lower=0.01, upper=0.1, default_value=0.1, log=True)
         ireg = UniformFloatHyperparameter('ireg', lower=0.01, upper=0.1, default_value=0.1, log=True)
 
@@ -41,7 +41,7 @@ def get_default_configspace(**kwargs):
         """
         #features = Integer('features', bounds=(2, 10000), default=1000, log=True)  # No default value given
         # no default value given but we set the default value to 1000???
-        features = UniformIntegerHyperparameter('features', lower=5, upper=10000, log=True)
+        features = UniformIntegerHyperparameter('features', lower=5, upper=10000, default_value=1000, log=True)
         """
         The authors of the original ALS paper set the range of the regularization hyperparameter to from 0.03 - 0.065.
         https://link.springer.com/chapter/10.1007/978-3-540-68880-8_32