Just Enough R An Interactive Approach to Machine Learning and Analytics

• 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

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...