Machine Learning Using R. (2017)

• Record Type: Book
• Other Titles: Comprehensive guide to machine learning
• Further Information: Note: By Karthik Ramasubramanian, Abhishek Singh.
• Authors: Ramasubramanian, Karthik; Singh, Abhishek
• Other Names: École nationale supérieure des beaux-arts (France)
• Contents: Chapter 1: Introduction to Machine Learning and R -- Chapter 2: Data Preparation and Exploration -- Chapter 3: Sampling and Resampling Techniques -- Chapter 4: Visualization of Data -- Chapter 5: Feature Engineering -- Chapter 6: Machine Learning Models: Theory and Practice -- Chapter 7: Machine Learning Model Evaluation.-Chapter 8: Model Performance Improvement -- Chapter 9: Scalable Machine Learning and related technology.-.
• Publisher Details: Berkeley, CA : Apress
• Publication Date: 2017
• Extent: 1 online resource, illustrations
• Subjects: 006; Computer science; Computer programming; Programming languages (Electronic computers); Database management; Computers; Computer Science; Computing Methodologies; Programming Techniques; Programming Languages, Compilers, Interpreters; Database Management; Electronic books
• Languages: English
• ISBNs: 1484223349; 9781484223345; 1484223330; 9781484223338
• 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.