Interesting Machine learning algorithms in R

Widely used Machine learning algorithms in R

  • Linear discriminant analysis (LDA) — MASS package of R can be used
  • Regression (Linear & Logistic)
  • Naive Bayes
  • Support vector machines (SVM)
  • Classification and regression trees
  • Random forests (Tree based modelling) — There is excellent package randomForest in R
  • K-Means clustering — Kmeans package of R can be used
  • Boosting

One must check caret package of R it has plenty of function to perform many MI tasks like classification, training etc.  Finally,  CRAN is the place one should visit for R packages.

Author: Pradeep Pant

Engineer, Programmer, Trekker

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