predictor-1

Predictor of sub-group 1

Feed-forward Neural network

Configuration: hidden: [36 24] output: 2 (in the format [0 1]) with scaled conjugate gradient.

F1-score

The F1-score is given by:

The Confusion Matrix of the testing dataset for the FFNN trained was:

Where

So, the F1-score was: F1 = 2*686/(2*686+67+52) = 92%