Language: English
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Published by Chapman and Hall/CRC, 2021
ISBN 10: 1032090855 ISBN 13: 9781032090856
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Published by Chapman and Hall/CRC, 2021
ISBN 10: 1032090855 ISBN 13: 9781032090856
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Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Language: English
Published by Taylor and Francis Ltd, GB, 2021
ISBN 10: 1032090855 ISBN 13: 9781032090856
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Paperback. Condition: New. The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
Language: English
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Language: English
Published by Taylor & Francis Ltd, 2021
ISBN 10: 1032090855 ISBN 13: 9781032090856
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Published by Taylor & Francis Ltd, 2021
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Published by Chapman and Hall/CRC, 2019
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Published by Chapman and Hall/CRC, 2019
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Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Language: English
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Language: English
Published by Chapman and Hall/CRC, 2019
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Condition: New. Max Kuhn, Ph.D., is a software engineer at RStudio. He worked in 18 years in drug discovery and medical diagnostics applying predictive models to real data. He has authored numerous R packages for predictive modeling and machine learning.
Language: English
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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Published by Taylor & Francis Ltd, 2019
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Published by Taylor and Francis Ltd, GB, 2021
ISBN 10: 1032090855 ISBN 13: 9781032090856
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Add to basketPaperback. Condition: New. The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of predictors for modeling and for nding the best subset of predictors for improving model performance. A variety of example data sets are used to illustrate the techniques along with R programs for reproducing the results.
Language: English
Published by Chapman and Hall/CRC, 2019
ISBN 10: 1138079227 ISBN 13: 9781138079229
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