Jan 11 2016

What are the top 10 data mining or machine learning algorithms?

Category: UncategorizedFractalizeR @ 11:53 am

In 2006, the IEEE Conference on Data Mining identified 10 top algorithms [Ref: http://www.cs.uvm.edu/~icdm/algorithms/index.shtml ]. Are these still valid? Are there new algorithms that have found sweet spots in the industry?

Those top-10 algorithms for reference:

  1. C4.5
  2. k-Means
  3. Support Vector Machines (SVM)
  4. Apriori
  5. Expectation Maximization (EM)
  6. PageRank
  7. AdaBoost
  8. k-Nearest Neighbors (kNN)
  9. Naive Bayes
  10. Classification and Regression Tree (CART)

What are the top 10 data mining or machine learning algorithms?