(testing signal)

Tag: InstanceSpaceAnalysis

PyHard – A tool to assess dataset quality and identify hard-to-classify instances in general

The article explains the algorithm behind the recently introduced Python package named PyHard, based on the concept of Instance Space Analysis. It helps in assessing the quality of a dataset and identifying what are the instances which are hard/easy to classify. With the help of this algorithm we can separate out noisy instances. It also provides an interactive visualization tool to deep dive into the instance space.… Read more...