Learning from Imbalanced Data Sets
Language: en
Pages: 385
Authors: Alberto Fernández
Categories: Computers
Type: BOOK - Published: 2018-10-22 - Publisher: Springer

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This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features
Imbalanced Learning
Language: en
Pages: 222
Authors: Haibo He
Categories: Technology & Engineering
Type: BOOK - Published: 2013-06-07 - Publisher: John Wiley & Sons

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The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learni
Imbalanced Classification with Python
Language: en
Pages: 463
Authors: Jason Brownlee
Categories: Computers
Type: BOOK - Published: 2020-01-14 - Publisher: Machine Learning Mastery

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Imbalanced classification are those classification tasks where the distribution of examples across the classes is not equal. Cut through the equations, Greek le
Machine Learning for Imbalanced Data
Language: en
Pages: 344
Authors: Kumar Abhishek
Categories: Computers
Type: BOOK - Published: 2023-11-30 - Publisher: Packt Publishing Ltd

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Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and
Data Mining and Knowledge Discovery Handbook
Language: en
Pages: 1378
Authors: Oded Maimon
Categories: Computers
Type: BOOK - Published: 2006-05-28 - Publisher: Springer Science & Business Media

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Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and