modAL-python / modAL

A modular active learning framework for Python
https://modAL-python.github.io/
MIT License
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Implementation of Cost Effective Active Learning #146

Closed Vishu26 closed 2 years ago

Vishu26 commented 2 years ago

This is a modified implementation of the algorithm Cost Effective Active Learning (Pl. refer - CEAL). This version not only picks up the top K uncertain samples but also picks up the top N highly confident samples that may represent information and diversity. It is better than the original implementation as it does not involve tuning the confidence threshold parameter for every dataset.