How to Determine if Your Machine Learning Model is Overtrained - KDnuggets

The weightwatcher tool can detect the signatures of overtraining in specific layers of a pre/trained Deep Neural Networks. In the Figure above, fig (a) is well trained, whereas fig (b) may be over-trained. That orange spike on the far right is the tell-tale clue; it's what we call a Correlation Trap. Weightwatcher can detect the signatures of overtraining in specific layers of a pre/trained Deep Neural Networks. In this post, we show how to use the weightwatcher tool to do this.