Tideways history functionality is still mostly based on the features available 4 years ago, before we introduced Services and Environments, Downstream Layers and many others. Time for a redesign of the history to include support for all the features and data that are available now. By using the UI elements from the performance overview our we also introduce a familiar look and feel, where the previous history screen used its own widgets.

The main purpose of machine learning is to perform learning tasks on unseen data sets, having previously built up experience using training and testing data. Often those tasks can include looking for patterns and relationships between variables within the data.