Binary response variable has two values - 0 & 1. 98% of obs have 0 while 2% have 1. I ran Decision Trees node and got no split.Any suggestions for how to produce a decision trees model for such dataset.
You can try changing the properties Minimum Categorical Size and Leaf Size both to 1, and/or increasing the Significance Level property for splitting.
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
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