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Table 3 Results obtained applying the random criterion and classifying with a simple back propagation.

From: New application of intelligent agents in sporadic amyotrophic lateral sclerosis identifies unexpected specific genetic background

ANN ALS Controls A. Mean Acc W. Mean Acc Errors
FF_Bp(1ab) 74% 85% 79% 82% 23
FF_Bp(1ba) 89% 84% 86% 85% 20
FF_Bp(2ab) 82% 83% 82% 82% 23
FF_Bp(2ba) 78% 83% 80% 82% 24
FF_Bp(3ab) 56% 94% 75% 86% 18
FF_Bp(3ba) 63% 88% 76% 83% 22
FF_Bp(4ab) 67% 84% 75% 80% 26
FF_Bp(4ba) 59% 85% 72% 80% 26
FF_Bp(5ab) 63% 80% 71% 76% 31
FF_Bp(5ba) 52% 86% 69% 79% 27
Mean 68% 85% 77% 82% 24
  1. The second and third columns report the percentage of patients correctly classified as belonging to cases or controls. The fourth and fifth columns report the accuracy obtained by the model as arithmetic mean and weighted mean. The number of errors is reported in the last column. The last row reports the mean values of all the columns.