Visualizing AutoML modeling results
Presenting the results of your AutoML model to your business is integral to the adoption of your solution. After all, your end users are unlikely to adopt your solution unless they can be sure that it meets certain standards of performance. There are many ways of presenting the results of ML models; the most effective way of presenting your results is through visualizations.
Thankfully, AutoML runs provide automatic visualizations for results of regression, classification, and forecasting. Regression and forecasting share identical visualizations, while classification is quite different. In each case, you only want to share a single visualization with your end user; multiple views of the same results are likely to only cause confusion.
In this section, you'll first uncover what to show your end user for classification before moving onto regression and forecasting.
Visualizing the results of classification
Confusion matrices, as...