CODEWITHSUNDEEP
mahout
Shahids
Shahids

Reputation: 93

Is Hadoop installation mandatory when using Apache Mahout

Does Apache mahout work without Hadoop , If not so which parts specifically of mahout are dependent on Hadoop . I am trying Mahout clustering implementations .

Thanks . Shahid.

Upvotes: 0

Views: 93

Answers (1)

rjstreet
rjstreet

Reputation: 146

From the Mahout FAQ, Hadoop is not required for all of the algorithms implemented in Mahout, including:

  • User-based collaborative filtering
  • Item-based collaborative filtering
  • Matrix factorization with alternating least squares
  • Matrix factorization with alternating least squares on implicit feedback
  • Weighted matrix factorization
  • Logistic regression
  • Hidden Markov models
  • Canopy clustering
  • k-means clustering
  • Fuzzy k-means
  • Streaming k-means
  • Singular value decomposition
  • Lanczos algo

Upvotes: 2

Related Questions