Data Separability for Neural Network Classifiers and the Development of a Separability Index

Shuyue Guan, Murray Loew, Hanseok Ko

In machine learning, the performance of a classifier depends on both the classifier model and the dataset. For a specific neural network classifier, the training process varies wit…