arjay55 · August 24, 2019 08:13
diff --git a/Hyperparams_list.py b/Hyperparams_list.py
 space = [Integer(2, 21, name='input_layer'), #number of neurons in input layer
        Integer(1,3, name='hidden_1'),       #number of neurons in the 1st hidden layer
        Real(0.0, 0.3, name='navpu_infl'),   #adjustment of class weighting in the mutual_unit(navpu) and the inflation. 
        Real(0.0, 0.8, name='uni_reg'),      # regularization factor in the 1st hidden layer 
        Real(0.0, 0.5, name='dropout_rate'), #dropout fraction on the weights outside the 1st hidden layer
        Real(0.0, 0.8, name='hidden_reg'),   #regularization at the final layer
        ]
	space = [Integer(2, 21, name='input_layer'), #number of neurons in input layer
	Integer(1,3, name='hidden_1'), #number of neurons in the 1st hidden layer
	Real(0.0, 0.3, name='navpu_infl'), #adjustment of class weighting in the mutual_unit(navpu) and the inflation.
	Real(0.0, 0.8, name='uni_reg'), # regularization factor in the 1st hidden layer
	Real(0.0, 0.5, name='dropout_rate'), #dropout fraction on the weights outside the 1st hidden layer
	Real(0.0, 0.8, name='hidden_reg'), #regularization at the final layer
	]