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Sarkar, Dipayan
2019
Table of Contents:
“... with Ensemble Machine Learning -- Chapter 3: Resampling Methods -- Chapter 4: Statistical and Machine Learning Algorithms -- Chapter 5: Bag the Models with Bagging -- Chapter 6: When in Doubt, Use Random Forests -- Chapter 7: Boosting Model Performance with Boosting...”2019
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Liu, Yuxi (Hayden)
2019
Table of Contents:
“...Python machine learning by example: implement machine learning algorithms and techniques to build intelligent systems, 2nd edition -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Section 1: Fundamentals of Machine Learning...”2019
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Liu, Yuxi (Hayden)
2017
Table of Contents:
“... with Python and Machine Learning -- Chapter 2: Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms -- Chapter 3: Spam Email Detection with Naive Bayes -- Chapter 4: News Topic Classification with Support Vector Machine -- Chapter 5: Click-Through...”2017
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Beyeler, Michael
2017
Table of Contents:
“... Pedestrians with Support Vector Machines -- 7. Implementing a Spam Filter with Bayesian Learning -- 8. Discovering Hidden Structures with Unsupervised Learning -- 9. Using Deep Learning to Classify Handwritten Digits -- 10. Combining Different Algorithms...”2017
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