[SPARK-2776] Add normalizeByCol method to mllib.util.MLUtils - ASF JIRA

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Type: New Feature
Status: Closed
Priority: Minor
Resolution: Duplicate
Affects Version/s: None
Fix Version/s: None
Component/s: None
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Description

Add the ability to compute the mean and standard deviations of each vector (LabeledPoint) component and normalize each vector in the RDD, using only RDD transformations. The result is an RDD of Vectors where each column has a mean of zero and standard deviation of one.

See https://github.com/apache/spark/pull/1698

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duplicates

SPARK-2272 Feature scaling which standardizes the range of independent variables or features of data.

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Assignee:: Unassigned

Reporter:: Andres Perez

Votes:: 0 Vote for this issue

Watchers:: 1 Start watching this issue

Dates

Created:: 31/Jul/14 19:07

Updated:: 31/Jul/14 20:30

Resolved:: 31/Jul/14 20:30