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Table 2 Confusion matrix

From: Discussion on machine learning technology to predict tacrolimus blood concentration in patients with nephrotic syndrome and membranous nephropathy in real-world settings

 

Predicted: True

Predicted: False

Actual: True

True Positive (TP)

False Negative (FN)

Actual: False

False Positive (FP)

True Negative (TN)

  1. FN positive class is judged as negative (type I error); FP negative class is judged as positive (type II error)