HiClass: a Python library for local hierarchical classification compatible with scikit-learn

The Journal of Machine Learning Research(2021)

Cited 0|Views17
No score
Abstract
HiClass is an open-source Python package for local hierarchical classification fully compatible with scikit-learn. It provides implementations of the most popular machine learning models for local hierarchical classification, including Local Classifier Per Node, Local Classifier Per Parent Node and Local Classifier Per Level. In addition, the library includes tools to evaluate model performance on hierarchical data. The documentation contains installation instructions, interactive notebooks, and a complete description of the API. HiClass is distributed under the simplified BSD license, encouraging its use in both academic and commercial settings. Source code and documentation are available at https://gitlab.com/dacs-hpi/hiclass.
More
Translated text
Key words
local hierarchical classification,supervised learning,local Classifier per node,local classifier per parent node,local classifier per level
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined