We've further extended our automated Validation module with a third graphical output, a histogram depicting the distribution of probabilities in the validation cohort.

This histogram enables you to quickly evaluate the probability range in which the validated model accurately predicts. In an ideal setting, ie. a near perfect performance for a validation cohort, you'd see a histogram like the one shown below.

Together with the ROC-curve and the calibration plot, a model's predictive power and usable interval can now be assessed even more intuitively.

Evidencio's model validation tools can be used with almost any predictor/outcome data set. The Evidencio platform provides very intuitive data mapping tools.

Model validation on Evidencio can be done without the need to store your cohort-data online.

Some examples of insightful validations on Evidencio:

{{ newsItem.title }}