Add FEATURE_SELECTION and RECONSTRUCTION settings.

cml/static/settings.ini

@@ -19,7 +19,21 @@ learn_block_minimum = 1
 sigma_zeta_cutoff = 0.8
 
 [CONSTRUCTION]
-max_categories = 10
+max_categories = 4
 min_category_size = 10
 max_model_targets = 10
 max_target_error = 0.2
+
+[FEATURE_SELECTION]
+max_features = 250
+max_filter_x = 150
+max_filter_y = 5000
+max_model_reduction = no
+
+[RECONSTRUCTION]
+min_test_accuracy = 0.8
+max_test_error_avg = 0.5
+max_test_error_max = 0.4
+reliability_sample = 0.1
+min_reliability = 0.8
+reduce_model_redudancy = false