Skip to main content

costcla is a Python module for cost-sensitive machine learning (classification)

Project description

https://badge.fury.io/py/costcla.svg https://img.shields.io/badge/python-2.7-blue.svg https://img.shields.io/badge/python-3.5-blue.svg https://img.shields.io/badge/license-BSD-blue.svg https://raw.githubusercontent.com/albahnsen/CostSensitiveClassification/master/logo.png

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:

  1. A set of example-dependent cost-sensitive algorithms
  2. 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

Development

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

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Files for costcla, version 0.6
Filename, size File type Python version Upload date Hashes
Filename, size costcla-0.6-py3-none-any.whl (4.0 MB) File type Wheel Python version py3 Upload date Hashes View
Filename, size costcla-0.6.tar.gz (4.0 MB) File type Source Python version None Upload date Hashes View

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring DigiCert DigiCert EV certificate Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page