Modification of the Random Forest Algorithm for Credit Scoring and Its Comparison with Gradient Boosting, Random Forest and CART
Analyze literature about credit scoring and tree-based models. Create algorithm of the new model. Realize the algorithm in programming language r. Construct these models on two credit-scoring data and compare them on test data using chosen criteria.
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