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. 2022 Aug 23;23:354. doi: 10.1186/s12859-022-04847-z

Table 5.

Classification confusion matrix for dichotomy problems

Label Prediction
Positive Negative
Positive TP FN
Negative FP TN

The row name represents the state of that position in the label set, Positive represents 1, and Negative represents 0. The column name represents the state of that position in the prediction results. TP and FP represent the predicted results are consistent with the real results. FP represents false positives, and FN represents false negatives