| BinaryClassificationProbabilities Method |
Namespace: Imsl.DataMining.Neural
Calculates the two probabilities for the pattern supplied:
and
.
The probability that the pattern belongs to the first class,
, is estimated using the logistic function of
the OutputPerceptron's potential. The probability for the second class
is calculated as
. The predicted
classification is the class with the largest probability, i.e. greater
than 0.5.