An introduction to machine learning. (2015)

• Record Type: Book
• Further Information: Note: Miroslav Kubat.
• Authors: Kubat, Miroslav, 1958-
• Contents: 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 -- The Genetic Algorithm -- Reinforcement learning.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource (xiii, 291 pages), illustrations (some color)
• Subjects: 006.3; Computer science; Machine learning; Artificial intelligence; Computer simulation; Information storage and retrieva; Optical pattern recognition; Machine learning; Computer Science; Mechanical Engineering - General; Mechanical Engineering; Engineering & Applied Sciences; Computers -- Computer Simulation; Computers -- System Administration -- Storage & Retrieval; Computers -- Computer Vision & Pattern Recognition; Computer modelling & simulation; Information retrieval; Pattern recognition; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319200101; 3319200100; 3319200097; 9783319200095
• Related ISBNs: 9783319200095
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed July 21, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.