costcla

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CostSensitiveClassification

costcla is a Python module for cost-sensitive machine learning (classification) built on top of Scikit-Learn, SciPy and distributed under the 3-Clause BSD license.

In particular, it provides:

A set of example-dependent cost-sensitive algorithms
Different reald-world example-dependent cost-sensitive datasets.

The project is part of the PhD research of Alejandro Correa Bahnsen.

Installation

You can install costcla with pip:

# pip install costcla

Documentation

Documentation is available at http://albahnsen.github.com/CostSensitiveClassification

Tutorials are available at http://albahnsen.github.io/CostSensitiveClassification/Tutorials.html

Development

Source code is available at https://github.com/albahnsen/CostSensitiveClassification

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Download URL: costcla-0.6-py3-none-any.whl
Upload date: Apr 12, 2020
Size: 4.0 MB
Tags: Python 3
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Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.22.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.36.1 CPython/3.7.4

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