Hyperparameters as found by hyperopt

CnnParameterFile.yaml

@@ -5,16 +5,16 @@
 
 # CNN ARCHITECTURE
 nn_class: Cnn_test
-batch_size: 32
-eps_per_kmer_switch: 20
+batch_norm: 0
+batch_size: 24
+dropout_keep_prob: 0.9
+eps_per_kmer_switch: 25
 filter_width: 1000
-kernel_size: 10
-filters: 6
+filters: 5
+kernel_size: 19
+learning_rate: 0.002
+num_batches: 320
 num_kmer_switches: 1
-learning_rate: 0.005
+num_layers: 2
+pool_size: 8 # Pool size to use for 1d maxpool
 threshold: 0.5
-pool_size: 10 # Pool size to use for 1d maxpool
-num_batches: 320
-dropout_keep_prob: 0.7
-num_layers: 4
-batch_norm: 1