Data Mining using R

All the codes are in here have conducted depending on the book

An Introduction to Statistical Learning with Applications in R

by-- Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
Caravan_Insurance_Data_KNN.R		Caravan_Insurance_Data_KNN.R
Clustering.R		Clustering.R
Cross-Validation_Bootstrap.R		Cross-Validation_Bootstrap.R
Decision_Trees.R		Decision_Trees.R
Gene_Expression_Data_SVM.R		Gene_Expression_Data_SVM.R
Introduction.R		Introduction.R
Linear_Regression.R		Linear_Regression.R
Logistic_Regression_LDA_QDA_KNN.R		Logistic_Regression_LDA_QDA_KNN.R
NCI60_PCA.R		NCI60_PCA.R
Non-linear_Modeling.R		Non-linear_Modeling.R
PCR_PLS_Regression.R		PCR_PLS_Regression.R
Principal_Components_Analysis.R		Principal_Components_Analysis.R
README.md		README.md
Ridge_Regression_and_Lasso.R		Ridge_Regression_and_Lasso.R
Subset_Selection.R		Subset_Selection.R
Support_Vector_Machines.R		Support_Vector_Machines.R