PCA explained using simple example available from blogs

Data Analysis on effects of weather events in United States

Lattice Graphics example

From Machine learning using R book

kNN algorithm using R caret package. Additionally, randomForest, ROC are tried as well.

Applying kNN algorithm on ISLR's Smarket data set. This script normalizes features and applying various resampling method to get optimal k value for predictions model

kNN algorithm using all features from Smarket data (from ISLR lib). Second it is using normalization than standardization.

kNN algorithm example 1 from "An Introduction to Statistical Learning" book

Getting and cleaning data -Quiz1 coursera data science series conducted by John Hopkins university

Just trying to work out R Graph cookbook samples/excercises

Predicting Body Fat data set using rpart package

DecisionTree-Using Party Package