Set default max tree depth to 5, should be much more appropriate

sanity · Mar 4, 2015 · adc48ba · adc48ba
1 parent 1213605
commit adc48ba
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/src/main/java/quickml/supervised/classifier/decisionTree/TreeBuilder.java b/src/main/java/quickml/supervised/classifier/decisionTree/TreeBuilder.java
@@ -39,7 +39,7 @@ public final class TreeBuilder<T extends ClassifierInstance> implements Predicti
     public static final Serializable MISSING_VALUE = "%missingVALUE%83257";
     private static final int HARD_MINIMUM_INSTANCES_PER_CATEGORICAL_VALUE = 10;
     private Scorer scorer;
-    private int maxDepth = Integer.MAX_VALUE;
+    private int maxDepth = 5;
     private double ignoreAttributeAtNodeProbability = 0.0;
     private double minimumScore = 0.00000000000001;
     private int minCategoricalAttributeValueOccurances = 0;