An introduction to machine learning / Miroslav Kubat [electronic resource]
Material type:![Computer file](/opac-tmpl/lib/famfamfam/CF.png)
- 9783319639130 (E-book)
- QA 76.9.D343 K82I 2017
Item type | Current library | Collection | Shelving location | Call number | Status | Date due | Barcode | Item holds | Course reserves | |
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SPU Library, Bangkok (Main Campus) | Electronic Resources | On Display | QA 76.9.D343 K82I 2017 (Browse shelf(Opens below)) | Available | 9783319639130 |
การบูรณาการการเขียนโปรแกรมและเทคโนโลยี (INTEGRATIVE PROGRAMMING AND TECHNOLOGIES) ภาคการศึกษาที่ 2 |
Includes bibliographical references and index
A Simple machine-learning task -- Probabilities : bayesian classifiers -- Similarities : nearest-neighbor classifiers -- Inter-class boundaries : linear and polynomial classifiers -- Artificial neural networks -- Decision trees -- Computational learning theory -- A few instructive applications -- Induction of voting assemblies -- Some practical aspects to know about -- Performance evaluation -- Statistical significance -- induction in multi-label domains -- Unsupervised learning -- Classifiers in the form of rulesets -- The genetic algorithm -- Reinforcement learning
Available to OhioLINK libraries
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