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Ensemble Methods for Machine Learning
Engelsk
Bogcover for Ensemble Methods for Machine Learning af Gautam Kunapuli, 9781617297137
Specifikationer
Sprog:
Engelsk
Sider:
350
ISBN-13:
9781617297137
Indbinding:
Paperback
ISBN-10:
1617297135
Kategori:
Udg. Dato:
9 jun 2023
Størrelse i cm:
18,9 x 23,4 x 2,8
Oplagsdato:
9 jun 2023
Forfatter(e):

Ensemble Methods for Machine Learning

Engelsk
Paperback 2023
Format:

Bog beskrivelse
Many machine learning problems are too complex to be resolved by a single model or algorithm. Ensemble machine learning trains a group of diverse machine learning models to work together to solve a problem. By aggregating their output, these ensemble models can flexibly deliver rich and accurate results.
Ensemble Methods for Machine Learning is a guide to ensemble methods with proven records in data science competitions and real world applications. Learning from hands-on case studies, you''ll develop an under-the-hood understanding of foundational ensemble learning algorithms to deliver accurate, performant models.

About the Technology
Ensemble machine learning lets you make robust predictions without needing the huge datasets and processing power demanded by deep learning. It sets multiple models to work on solving a problem, combining their results for better performance than a single model working alone. This "wisdom of crowds" approach distils information from several models into a set of highly accurate results.
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Specifikationer
Sprog:
Engelsk
Sider:
350
ISBN-13:
9781617297137
Indbinding:
Paperback
ISBN-10:
1617297135
Kategori:
Udg. Dato:
9 jun 2023
Størrelse i cm:
18,9 x 23,4 x 2,8
Oplagsdato:
9 jun 2023
Forfatter(e):
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