Misc Machine Learning and statistical analysis code examples in R
- caret
- rattle
- randomForest
- rpart
- dplyr
- ggplot2
- corrplot
- factoextra
- glmnet
- MASS
- ... and some more...
- Linear regression
- k-means Clustering
- Missing data imputation
- Demo of Central Limit Theorem'
- Outlier detection using Grubb's test
- Cumulative Sum (CUSUM) for change detection
- Demo of Hypothesis shopping (why you should be suspicious of p-Values)