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From mktal <>
Subject [GitHub] incubator-madlib pull request: Feature/svm cv
Date Fri, 20 Nov 2015 23:57:03 GMT
GitHub user mktal opened a pull request:

    Feature/svm cv


You can merge this pull request into a Git repository by running:

    $ git pull feature/svm_cv

Alternatively you can review and apply these changes as the patch at:

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #3
commit 11be840a5c5ed12758924b49bb16ab0092cd8d35
Author: Xiaocheng Tang <>
Date:   2015-10-15T23:19:26Z

    SVM: Add regression for SVM

commit bcc5b3430547e64c0bdeb411d85d3fc62c6a025e
Author: Xiaocheng Tang <>
Date:   2015-10-20T23:28:22Z

    SVM: Fix minor bugs
    Install-check passed

commit 96a7a874232dca9b028fc05a80247bfe66a2553b
Author: Xiaocheng Tang <>
Date:   2015-10-22T18:47:18Z

    Refactoring GroupIterationController:
    	Add desp to unique_string()
    	Add _init_group_param() in GroupIterationController

commit f8f6d5ceba557e382ec6015b4ec299093f0f2fec
Author: Xiaocheng Tang <>
Date:   2015-10-23T05:35:50Z

    Refactoring GroupIterationController:
    	minor changes

commit a6a3043787d4c6aef7841adc544cfc1b1924139c
Author: Xiaocheng Tang <>
Date:   2015-10-23T23:25:57Z

    Refactoring GroupIterationController:

commit bc8e3c47f6a24a3f96b93ca017e444d332922c22
Author: Rahul Iyer <>
Date:   2015-10-26T22:09:39Z

    Light cleanup in utilities

commit 00de2f5c45f7a1645bc64dc763e520dc83ba1a64
Author: Xiaocheng Tang <>
Date:   2015-10-23T23:25:57Z

    Refactoring GroupIterationController:

commit 7c7ca3b2ddfc0aa915f110505599760595749fa3
Author: Xiaocheng Tang <>
Date:   2015-10-27T22:26:09Z

    SVM: grouping for regression
    Install checks added and passed

commit 12c16842a28702ac2c4357d384c53ba608a44f72
Author: Xiaocheng Tang <>
Date:   2015-11-04T20:44:05Z

    minor fixes

commit 70afde68bfe239fe744511f9905003eb58ab4695
Author: Xiaocheng Tang <>
Date:   2015-11-04T22:06:41Z

    minor fixes

commit 8a1d5ca1be20be4f12b16d01ad218aa832cabe86
Author: Xiaocheng Tang <>
Date:   2015-11-04T23:12:24Z

    minor fixes

commit 90683be0a89bb3d06b008279ce2d1254fae34e9a
Author: Xiaocheng Tang <>
Date:   2015-11-05T00:16:29Z

    minor fixes

commit c9f1582cfb1f912383226009072c106aad57afdb
Author: Xiaocheng Tang <>
Date:   2015-11-05T00:35:22Z

    minor fixes

commit b105d1c42168bc669bf4ebeae1861361b4d16eac
Author: Xiaocheng Tang <>
Date:   2015-10-29T21:28:52Z

    SVM: Add cross validation support and generic CrossValidator class
    JIRA: MADLIB-915
    Xiaocheng Tang <>
    Rahul Iyer <>
    - Add cross validation support on lambda, epsilon, init_stepsize, max_iter, and decay_factor
    - Add support for optionally writing validation results to a sql table
    - Add support for lazy-generation of cv datasets
    - Add internal generic CrossValidator class which is used for implementing this issue
    - Refactoring SVM for better modularity
    - Ignore cv on epsilon when it is classification
    - Cross validation now works when independent variables are queries
    - Fixed "zero length field name in format" error in python < 2.7
    - Fix error messages so that it pass the svm input tests


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