Author: Evispot

Shapley value

Shapley explanations are a technique with credible theoretical support that presents consistent global and local variable contributions. Local numeric Shapley values are calculated by tracing single rows of data through a trained tree ensemble and...

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Swap-out

Swap-out is a previously accepted loan which with the newly develop model and/or setting will be denied. SInce the swap-out previously was accepted is an actual label available.

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Swap-in

Swap-in is a previously denied loan which with the newly developed model and/or settings will be accepted. Since the swap-in previously was declined there is no actual label available.

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Profit per loan

Profit per loan is the total profit calculated for every loan expressed as a percentages. The profit per loan is calculated by subtracting all the revenues with all the cost.Profit per loan = (Loan Income – Loan cost)/Loan amount  Loan...

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Return on Equity (ROE)

Return on equity (ROE) is a measure of financial performance calculated by dividing net income by shareholders’ equity. Because shareholders’ equity is equal to a company’s assets minus its debt, ROE is considered the return on net assets....

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Machine learning in credit decisions

Leveraging machine learning for smarter lending and obtain insights into the technology behind 100% transparent machine learning models.

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