GitHub user leahmcguire opened a pull request:
https://github.com/apache/spark/pull/5911
[SPARK-6164 [ML] CrossValidatorModel should keep stats from fitting
Added stats from cross validation as a val in the cross validation model to
save them for user access.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/leahmcguire/spark saveCVmetrics
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/5911.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #5911
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commit ce73c63e8bac40b02ae0a8147c3b424783f6094a
Author: leahmcguire <[email protected]>
Date: 2015-01-16T16:06:06Z
added Bernoulli option to niave bayes model in mllib, added optional model
type parameter for training. When Bernoulli is given the Bernoulli smoothing is
used for fitting and for prediction
http://nlp.stanford.edu/IR-book/html/htmledition/the-bernoulli-model-1.html
commit 4a3676d8d7e8c30778f95e9f479d97b4b1651ce4
Author: leahmcguire <[email protected]>
Date: 2015-01-21T00:19:14Z
Updated changes re-comments. Got rid of verbose populateMatrix method.
Public api now has string instead of enumeration. Docs are updated."
commit 0313c0cbf8d41b9bcfb0536df253f6af0f1398f7
Author: leahmcguire <[email protected]>
Date: 2015-01-21T17:43:00Z
fixed style error in NaiveBayes.scala
commit 76e5b0f90e370e2cda20e1348bf40ff890f51782
Author: leahmcguire <[email protected]>
Date: 2015-01-26T18:29:47Z
removed unnecessary sort from test
commit d9477ed8450594de9f2da24af8f82c82def5ce24
Author: leahmcguire <[email protected]>
Date: 2015-02-26T17:16:12Z
removed old inaccurate comment from test suite for mllib naive bayes
commit 3891bf2f708bda712028551334960d2cc66af536
Author: leahmcguire <[email protected]>
Date: 2015-02-27T05:34:01Z
synced with apache spark and resolved merge conflict
commit 5a4a534d3636100546b5fa86d2d7ec2ed2051582
Author: leahmcguire <[email protected]>
Date: 2015-02-27T16:56:24Z
fixed scala style error in NaiveBayes
commit b61b5e2d91582689642fb045849df62a16ce111c
Author: leahmcguire <[email protected]>
Date: 2015-03-02T18:50:18Z
added back compatable constructor to NaiveBayesModel to fix MIMA test
failure
commit 37305729334922c40804752598a30a2fb892c317
Author: Joseph K. Bradley <[email protected]>
Date: 2015-03-03T23:22:20Z
modified NB model type to be more Java-friendly
commit b93aaf682572890c49a58da149612c0053afc3de
Author: Leah McGuire <[email protected]>
Date: 2015-03-05T19:03:33Z
Merge pull request #1 from jkbradley/nb-model-type
modified NB model type to be more Java-friendly
commit 7622b0c002c12efd8fb2c6fa34a691c82c86edd8
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:07:25Z
added comments and fixed style as per rb
commit dc65374b4c7933700ffa4e3f572ec44ece382a05
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:24:50Z
integrated model type fix
commit 85f298f251f757772294ea68988522a5c26a19ac
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:25:34Z
Merge remote-tracking branch 'upstream/master'
commit e01656978174f8ecbd75ef6a50211234a1babfc6
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:28:05Z
updated test suite with model type fix
commit ea09b28c908e86f8ebc7bbb3e98bfe83cc636b78
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:48:41Z
Merge remote-tracking branch 'upstream/master'
commit 900b5864c16cc0db93a46ec3a4591a787e5a21a0
Author: leahmcguire <[email protected]>
Date: 2015-03-05T19:53:46Z
fixed model call so that uses type argument
commit b85b0c9e602770702a477cc36c7d72e2410c5139
Author: leahmcguire <[email protected]>
Date: 2015-03-05T21:04:02Z
Merge remote-tracking branch 'upstream/master'
commit c298e78ba7d58bb4d7e9b54d56ce51fe6b6b10a9
Author: leahmcguire <[email protected]>
Date: 2015-03-05T21:16:08Z
fixed scala style errors
commit 2d0c1ba631841a0c55212fbc8dd7327285972ef8
Author: leahmcguire <[email protected]>
Date: 2015-03-05T21:42:42Z
fixed typo in NaiveBayes
commit e2d925eb088f7cabb38024ecb7b0628557d261ba
Author: leahmcguire <[email protected]>
Date: 2015-03-07T01:26:17Z
fixed nonserializable error that was causing naivebayes test failures
commit fb0a5c70ce935cb8d9495152c809e06c8f350443
Author: leahmcguire <[email protected]>
Date: 2015-03-09T20:36:36Z
removed typo
commit 01baad70f44fa12ad37a743d5d0fba861d89f149
Author: leahmcguire <[email protected]>
Date: 2015-03-11T22:44:22Z
made fixes from code review
commit bea62af37fdf389474474d80fdac3c94f6a8808f
Author: leahmcguire <[email protected]>
Date: 2015-03-12T18:10:16Z
put back in constructor for NaiveBayes
commit 18f32199dd0e526ccab7d2a0259dd5503be35ff3
Author: leahmcguire <[email protected]>
Date: 2015-03-12T19:42:45Z
removed private from naive bayes constructor for lambda only
commit a22d6703d4888574b379f5f1929de8292ce2aec2
Author: leahmcguire <[email protected]>
Date: 2015-03-17T01:46:05Z
changed NaiveBayesModel modelType parameter back to NaiveBayes.ModelType,
made NaiveBayes.ModelType serializable, fixed getter method in NavieBayes
commit 852a72741f1b494cfdba4cb58ca036894f1dfc0b
Author: leahmcguire <[email protected]>
Date: 2015-03-21T00:59:24Z
merged with upstream master
commit 6a8f3830e25fdad24e280ae68fb83ba522d23c1b
Author: Joseph K. Bradley <[email protected]>
Date: 2015-03-22T21:14:20Z
Added new model save/load format 2.0 for NaiveBayesModel after modelType
parameter was added. Updated tests. Also updated ModelType enum-like type.
commit 9ad89ca860a7c653f46c5aad5535889a7ad4dcf4
Author: Joseph K. Bradley <[email protected]>
Date: 2015-03-22T21:21:00Z
removed old code
commit 2224b15fd58e856d921c7c80b8c9f08fd86a7fde
Author: Leah McGuire <[email protected]>
Date: 2015-03-24T23:11:54Z
Merge pull request #2 from jkbradley/leahmcguire-master
Added model save/load version to support NaiveBayes ModelType
commit acb69af01bd063349fc071d2a5d9c1547d71c331
Author: leahmcguire <[email protected]>
Date: 2015-03-28T03:18:52Z
removed enum type and replaces all modelType parameters with strings
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