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A00-240 · Question #45

Drag and Drop Question Drag the adjustment formulas for oversampling from the left and place them into the correct location in the confusion matrix shown on the right.

The correct placements are as follows, based on the provided solution image: Predicted Class 0: Actual Class 0: π₀ × specificity Actual Class 1: π₁ × (1 - specificity) Predicted Class 1: Actual Class 0: π₀ × (1 - sensitivity) Actual Class 1: π₁ × sensitivity

Logistic Regression

Question

Drag and Drop Question Drag the adjustment formulas for oversampling from the left and place them into the correct location in the confusion matrix shown on the right.

Explanation

The correct placements are as follows, based on the provided solution image: Predicted Class 0: Actual Class 0: π₀ × specificity Actual Class 1: π₁ × (1 - specificity) Predicted Class 1: Actual Class 0: π₀ × (1 - sensitivity) Actual Class 1: π₁ × sensitivity

Topics

#oversampling correction#confusion matrix#adjustment formulas#probability calibration

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