Count the confusion cells at threshold one half.

highlighted = computed this step

Place threshold one half

At threshold 1/2, rows A, B, and C are on or above the marker.

t=1/2t=1/2
Precision and Recall ExactlyExact precision and recall denominators for two thresholds.same scored rows with precision and recall denominatorsthreshold 1/2score line, threshold 1/201t=1/2A5/6B2/3C1/2D1/3E1/6predictions at 1/2rowyscorepredA15/61B02/31C11/21D01/30E11/60confusion and denominators at 1/2itemexact valueTP2FP1FN1TN1precision denominator TP+FP3precision2/3recall denominator TP+FN3recall2/3threshold 5/6score line, threshold 5/601t=5/6A5/6B2/3C1/2D1/3E1/6predictions at 5/6rowyscorepredA15/61B02/30C11/20D01/30E11/60confusion and denominators at 5/6itemexact valueTP1FP0FN2TN2precision denominator TP+FP1precision1recall denominator TP+FN3recall1/3same rows; precision uses TP plus FP; recall uses TP plus FNdoes not claim: NOT best metric; NOT threshold policyNOT future performance; NOT accuracy; NOT calibrationNOT fairness; NOT safety; NOT generalization; NOT probability truth

Count the grid

The grid is TP=2, FP=1, FN=1, TN=1.

(TP,FP,FN,TN)=(2,1,1,1)(TP,FP,FN,TN)=(2,1,1,1)
Precision and Recall ExactlyExact precision and recall denominators for two thresholds.same scored rows with precision and recall denominatorsthreshold 1/2score line, threshold 1/201t=1/2A5/6B2/3C1/2D1/3E1/6predictions at 1/2rowyscorepredA15/61B02/31C11/21D01/30E11/60confusion and denominators at 1/2itemexact valueTP2FP1FN1TN1precision denominator TP+FP3precision2/3recall denominator TP+FN3recall2/3threshold 5/6score line, threshold 5/601t=5/6A5/6B2/3C1/2D1/3E1/6predictions at 5/6rowyscorepredA15/61B02/30C11/20D01/30E11/60confusion and denominators at 5/6itemexact valueTP1FP0FN2TN2precision denominator TP+FP1precision1recall denominator TP+FN3recall1/3same rows; precision uses TP plus FP; recall uses TP plus FNdoes not claim: NOT best metric; NOT threshold policyNOT future performance; NOT accuracy; NOT calibrationNOT fairness; NOT safety; NOT generalization; NOT probability truth

The counts are visible

The same panel shows the score line, row outputs, and the exact confusion counts.

threshold panel is one exact count source\text{threshold panel is one exact count source}
Precision and Recall ExactlyExact precision and recall denominators for two thresholds.same scored rows with precision and recall denominatorsthreshold 1/2score line, threshold 1/201t=1/2A5/6B2/3C1/2D1/3E1/6predictions at 1/2rowyscorepredA15/61B02/31C11/21D01/30E11/60confusion and denominators at 1/2itemexact valueTP2FP1FN1TN1precision denominator TP+FP3precision2/3recall denominator TP+FN3recall2/3threshold 5/6score line, threshold 5/601t=5/6A5/6B2/3C1/2D1/3E1/6predictions at 5/6rowyscorepredA15/61B02/30C11/20D01/30E11/60confusion and denominators at 5/6itemexact valueTP1FP0FN2TN2precision denominator TP+FP1precision1recall denominator TP+FN3recall1/3same rows; precision uses TP plus FP; recall uses TP plus FNdoes not claim: NOT best metric; NOT threshold policyNOT future performance; NOT accuracy; NOT calibrationNOT fairness; NOT safety; NOT generalization; NOT probability truth