Orange3 add-on for explanatory AI

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License: GPL3+

Author: Bioinformatics Laboratory, FRI UL

Tags orange3 add-on, orange3-explain

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Project description

Orange3 Explain

Orange3 Explain is an add-on for the Orange3 data mining suite. It provides extensions for explanatory AI. See documentation.

Features

  • Explains a classification or regression model. Explains which features contribute the most and how they contribute toward the prediction for a specific class.
  • Explains which features contribute the most to the prediction for a single instance based on the model and how they contribute.

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Avatar for biolab-helper from gravatar.com biolab-helper Avatar for markotoplak from gravatar.com markotoplak Avatar for primozgodec from gravatar.com primozgodec Avatar for VesnaT from gravatar.com VesnaT

Unverified details

These details have not been verified by PyPI
Project links

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: GPL3+

Author: Bioinformatics Laboratory, FRI UL

Tags orange3 add-on, orange3-explain

Classifiers

Release history Release notifications | RSS feed

This version

0.6.9

0.6.8

0.6.7 yanked

Reason this release was yanked:

Requires newest numba, and cannot be added to conda-forge. Lets wait or try to fix other way.

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.3

0.5.2

0.4.2

0.4.1

0.4.0

0.3.0

0.2.1

0.2.0

0.1.1

0.1.0

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Orange3-Explain-0.6.9.tar.gz (1.0 MB view hashes)

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Built Distribution

Orange3_Explain-0.6.9-py3-none-any.whl (3.9 MB view hashes)

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