FRI-Feature Relevance Intervals for Interpretable and Interactive Data Exploration

Most existing feature selection methods are insufficient for analytic purposes as soon as high dimensional data or redundant sensor signals are dealt with since features can be selected due to spurious effects or correlations rather than causal …

FRI Quickstart Guide

Quick start guide In this guide i am going describe how to use the FRI python library to analyse arbitrary datasets. (This guide is a copy of the official documentation found here) Installation Stable Fri can be installed via the Python Package Index (PyPI). If you have pip installed just execute the command pip install fri to get the newest stable version. The dependencies should be installed and checked automatically.