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  • March 16, 2021
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An optimization problem has to be solved by adjusting the threshold and seeking the optimum in order to balance the trade-off between the decrease in revenue and a decrease in cost.

An optimization problem has to be solved by adjusting the threshold and seeking the optimum in order to balance the trade-off between the decrease in revenue and a decrease in cost. If “Settled” is described as good and “Past Due” is described as negative, then utilizing the design for the confusion matrix plotted in Figure 6, the four areas are split as real Positive (TN), False Positive (FP), False Negative (FN) and real Negative (TN). Aligned with all the confusion matrices plotted in Figure 5, TP may be the good loans hit, and FP may be the defaults missed. Our...
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