Examples

Association Rule Mining, Redundancy Pruning and Rule Visualization

More Examples

- See Other Examples page for more examples on data mining with R, incl. clustering, text mining, time series analysis, social network analysis and sentiment analysis.

Time Series Decomposition and Forecasting
Time Series Clustering and Classification

Association Rules

Outlier Detection with the LOF Algorithm

Time Series Analysis

R code examples for data mining are posted here. More examples on data mining with R can be found in my book "R and Data Mining: Examples and Case Studies", which is downloadable as a .PDF file at the link.

Data Exploration

Exploration of Data

Decision Trees

Building a Decision Tree with ctree in Package party

Clustering

K-means Clustering
Hierarchical Clustering

Examples

Text Mining

Social Network Analysis

Multidimensional Scaling (MDS)