Random forest,SVM,PCA


#1

Could any one please share a real time project/Hands on projects for the below techniques,

  1. Random Forest
  2. Support vector machines
  3. Principal component analysis

I gone thro the theory and very basic example but to try working out, need a real time project knowledge.So, pls provide the detailed project for the above mentioned techniques with R codes(if u can share).


#2

Hi @ssvbalan

I don’t know if you would classify them as projects equivalent. But, these article would help you to get started on the listed concepts in R:

For PCA you can see: https://www.analyticsvidhya.com/blog/2016/03/practical-guide-principal-component-analysis-python/

For Random Forest: https://www.analyticsvidhya.com/blog/2016/02/complete-tutorial-learn-data-science-scratch/#five

For SVM: https://rpubs.com/ryankelly/svm

Regards
Manish