AUC for each model and their performance when we set probability cutoff at 50% is summarised below: Kappa statistics from all models exceed 20% by just small amount, which indicated that they perform moderately better than chance. XGB takes advantage of receiving all downsampling data and provides highest AUC. Comparing performance across models may not […]
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