Just Enough R An Interactive Approach to Machine Learning and Analytics

Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing...

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Bibliographic Details
Main Author:	Roiger, Richard J.
Format:	eBook Book
Language:	English
Published:	Boca Raton CRC Press 2020 Chapman & Hall/CRC CRC Press LLC Chapman & Hall
Edition:	1
Subjects:	Cognitive Artificial Intelligence COMPUTERSCIENCEnetBASE Data Preparation & Mining Data structures (Computer science) INFORMATIONSCIENCEnetBASE Machine Learning Machine Learning - Design Mathematical statistics Mathematical statistics > Data processing Neural Networks Programming & Programming Languages R (Computer program language) SCI-TECHnetBASE Statistical Computing STATSnetBASE STMnetBASE Agglomerative Clustering Life Insurance Promotion Test Set Accuracy Supervised Models Association Rules Supervised Learner Models Roc Curve Multiple Linear Regression Test Set Instance Arules Package Regression Model Classifier Error Rate Residual Standard Error Magazine Promotion XOR Function Lumbar Extension Missing Data Items Unsupervised Clustering Credit Card Insurance Input Attributes Market Basket Analysis Time Series Gamma Ray Burst Roc Graph Credit Card Promotion Database
ISBN:	9780367443207, 9780367439149, 0367443201, 036743914X
Online Access:	Get full text
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