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Classifier Learning For Imbalanced Dataset Using Modified SMOTEBoost Algorithm And Its Application On Credit Scorecard Modeling

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Academic year: 2017

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Figure 1.Illustration of imbalanced class problem in dataset
Figure 4. Analysis process scheme
Figure 5. SMOTEBoost vs CART comparison flow chart
Figure 7. Misclassification rate chart for each iteration
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Classifier Learning For Imbalanced Dataset Using Modified SMOTEBoost Algorithm And Its Application On Credit Scorecard Modeling

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