Cost Matrix

Use a cost matrix to optimize Decision Tree scoring,

All classification algorithms, including Decision Tree, support a cost-benefit matrix at apply time. You can use the same cost matrix for building and scoring a decision tree model, or you can specify a different cost or benefit matrix for scoring.