Research Article

Approaches to Medical Decision-Making Based on Big Clinical Data

Table 3

Accuracy of recommended diagnostic and treatment activities for nosology J13 based on a single-layer neural network with an activation threshold equal to 0.1.

Absolute values (neuron activation threshold equal to 0.1)
TP339502FP
TN35,052515FN

Percent (neuron activation threshold equal to 0.1)
TP40.31%59.69%FP
TN98.55%1.45%FN

TP, true positive; FP, false positive; TN, true negative; FN, false negative.