Screen LibraryMachine Learning in Python : essential techniques for predictive analysis /
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| Main Authors: | |
|---|---|
| Published: |
John Wiley & Sons, Inc.,
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| Publisher Address: | Indianapolis, IN : |
| Publication Dates: | [2015] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xxix, 326 pages : illustrations ; 24 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781118961742 (paperback) : 1118961749 (paperback) |
| Index Number: | Q325 |
| CLC: | TP312PY |
| Call Number: | TP312PY/B787 |
| Contents: | The two essential algorithms for making predictions -- Understand the problem by understanding the data -- Predictive model building : balancing performance, complexity, and big data -- Penalized linear regression -- Building predictive models using penalized linear methods -- Ensemble methods -- Building ensemble models with Python. |