Ensemble decision trees: Ensemble decision trees for customer classification in service oriented systems,Used

Ensemble decision trees: Ensemble decision trees for customer classification in service oriented systems,Used

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SKU: DADAX3659185205
Brand: LAP Lambert Academic Publishing
Condition: New
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This book concentrates on the problem of credit assignment. The goal of this work is to propose ensemble classification method, which can be applied to solve credit decisions problems. The method uses switching class labels techniques to construct complex classification system, which solves two of typical data mining problems observed in financial data mining field: the problem of imbalanced data and the problem of asymmetric cost matrix. The performance of the proposed solution is going to be evaluated on German Credits dataset.

⚠️ WARNING (California Proposition 65):

This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.

For more information, please visit www.P65Warnings.ca.gov.

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