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Mention Some Machine Learning Algorithms Exposed By Mahout?

Answer»

Below is a current list of machine LEARNING ALGORITHMS exposed by Mahout.

  • Collaborative Filtering
    o Item-based Collaborative Filtering
    o MATRIX Factorization with Alternating Least Squares
    o Matrix Factorization with Alternating Least Squares on Implicit Feedback
  • Classification
    o Naive Bayes
    o Complementary Naive Bayes
    o Random Forest
  • Clustering
    o Canopy Clustering
    o k-Means Clustering
    o Fuzzy k-Means
    o Streaming k-Means
    o Spectral Clustering
  • Dimensionality Reduction
    o Lanczos Algorithm
    o STOCHASTIC SVD
    o Principal Component Analysis
  • Topic Models
    o Latent Dirichlet ALLOCATION
  • Miscellaneous
    o Frequent Pattern Matching
    o RowSimilarityJob
    o ConcatMatrices
    o Colocations

Below is a current list of machine learning algorithms exposed by Mahout.



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