Count TP, FP, FN, and TN at one half.

highlighted = computed this step

Count the positive outputs

At threshold 1/2, A is TP and B is FP, so TP=1 and FP=1.

TP=1,FP=1TP=1,\quad FP=1
Decision Thresholds ExactlyExact score rows under two stated thresholds.same scored rows under two thresholdsthreshold 1/2score line, threshold 1/201t=1/2A4/5B3/5C2/5D1/5predictions at 1/2rowyscorepredA14/51B03/51C12/50D01/50confusion grid at 1/2cellcountTP1FP1FN1TN1threshold 3/4score line, threshold 3/401t=3/4A4/5B3/5C2/5D1/5predictions at 3/4rowyscorepredA14/51B03/50C12/50D01/50confusion grid at 3/4cellcountTP1FP0FN1TN2same four scored rows; rule is score at least thresholddoes not claim: NOT best threshold; NOT accuracy guaranteeNOT future performance; NOT calibration; NOT fairnessNOT safety; NOT generalization; NOT probability truth

Count the negative outputs

C is FN and D is TN, so FN=1 and TN=1.

FN=1,TN=1FN=1,\quad TN=1
Decision Thresholds ExactlyExact score rows under two stated thresholds.same scored rows under two thresholdsthreshold 1/2score line, threshold 1/201t=1/2A4/5B3/5C2/5D1/5predictions at 1/2rowyscorepredA14/51B03/51C12/50D01/50confusion grid at 1/2cellcountTP1FP1FN1TN1threshold 3/4score line, threshold 3/401t=3/4A4/5B3/5C2/5D1/5predictions at 3/4rowyscorepredA14/51B03/50C12/50D01/50confusion grid at 3/4cellcountTP1FP0FN1TN2same four scored rows; rule is score at least thresholddoes not claim: NOT best threshold; NOT accuracy guaranteeNOT future performance; NOT calibration; NOT fairnessNOT safety; NOT generalization; NOT probability truth

The grid is exact

The confusion grid for threshold 1/2 is one count in each cell.

(TP,FP,FN,TN)=(1,1,1,1)(TP,FP,FN,TN)=(1,1,1,1)
Decision Thresholds ExactlyExact score rows under two stated thresholds.same scored rows under two thresholdsthreshold 1/2score line, threshold 1/201t=1/2A4/5B3/5C2/5D1/5predictions at 1/2rowyscorepredA14/51B03/51C12/50D01/50confusion grid at 1/2cellcountTP1FP1FN1TN1threshold 3/4score line, threshold 3/401t=3/4A4/5B3/5C2/5D1/5predictions at 3/4rowyscorepredA14/51B03/50C12/50D01/50confusion grid at 3/4cellcountTP1FP0FN1TN2same four scored rows; rule is score at least thresholddoes not claim: NOT best threshold; NOT accuracy guaranteeNOT future performance; NOT calibration; NOT fairnessNOT safety; NOT generalization; NOT probability truth