From 571a164204dc23e4208a0dde24510efc59414391 Mon Sep 17 00:00:00 2001
From: dmt <>
Date: Fri, 18 Oct 2019 22:56:42 +0200
Subject: [PATCH] Add FEATURE_SELECTION and RECONSTRUCTION settings.

---
 cml/static/settings.ini | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/cml/static/settings.ini b/cml/static/settings.ini
index a4e8fce..0c9d6df 100644
--- a/cml/static/settings.ini
+++ b/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
-- 
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