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From "Xiangrui Meng (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SPARK-1506) Documentation improvements for MLlib 1.0
Date Tue, 15 Apr 2014 18:56:55 GMT
Xiangrui Meng created SPARK-1506:
------------------------------------

             Summary: Documentation improvements for MLlib 1.0
                 Key: SPARK-1506
                 URL: https://issues.apache.org/jira/browse/SPARK-1506
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
            Reporter: Xiangrui Meng
            Assignee: Xiangrui Meng
            Priority: Blocker


Proposed TOC:

Linear algebra

* vector and matrix
* distributed matrix

Classification and regression

* generalized linear models
* support vector machine
* decision tree
* naive Bayes

Collaborative filtering

* alternating least squares (ALS)

Clustering

* k-means

Dimension reduction

* principal component analysis (PCA)

Optimization

* stochastic gradient descent
* limited-memory BFGS



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