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* [MINOR][DOCS] Fix all typos in markdown files of `doc` and similar patterns ↵Dongjoon Hyun2016-02-221-3/+3
| | | | | | | | | | | | | | | | | in other comments ## What changes were proposed in this pull request? This PR tries to fix all typos in all markdown files under `docs` module, and fixes similar typos in other comments, too. ## How was the this patch tested? manual tests. Author: Dongjoon Hyun <dongjoon@apache.org> Closes #11300 from dongjoon-hyun/minor_fix_typos.
* [SPARK-12212][ML][DOC] Clarifies the difference between spark.ml, ↵Timothy Hunter2015-12-101-5/+5
| | | | | | | | | | | | spark.mllib and mllib in the documentation. Replaces a number of occurences of `MLlib` in the documentation that were meant to refer to the `spark.mllib` package instead. It should clarify for new users the difference between `spark.mllib` (the package) and MLlib (the umbrella project for ML in spark). It also removes some files that I forgot to delete with #10207 Author: Timothy Hunter <timhunter@databricks.com> Closes #10234 from thunterdb/12212.
* [SPARK-11549][DOCS] Replace example code in mllib-evaluation-metrics.md ↵Vikas Nelamangala2015-11-201-925/+15
| | | | | | | | using include_example Author: Vikas Nelamangala <vikasnelamangala@Vikass-MacBook-Pro.local> Closes #9689 from vikasnp/master.
* Typo in mllib-evaluation-metrics.mdMageswaran.D2015-10-281-2/+2
| | | | | | | | Recall by threshold snippet was using "precisionByThreshold" Author: Mageswaran.D <mageswaran1989@gmail.com> Closes #9333 from Mageswaran1989/Typo_in_mllib-evaluation-metrics.md.
* [SPARK-10669] [DOCS] Link to each language's API in codetabs in ML docs: ↵Xin Ren2015-10-071-0/+15
| | | | | | | | | | | | | spark.mllib In the Markdown docs for the spark.mllib Programming Guide, we have code examples with codetabs for each language. We should link to each language's API docs within the corresponding codetab, but we are inconsistent about this. For an example of what we want to do, see the "ChiSqSelector" section in https://github.com/apache/spark/blob/64743870f23bffb8d96dcc8a0181c1452782a151/docs/mllib-feature-extraction.md This JIRA is just for spark.mllib, not spark.ml. Please let me know if more work is needed, thanks a lot. Author: Xin Ren <iamshrek@126.com> Closes #8977 from keypointt/SPARK-10669.
* [SPARK-9490] [DOCS] [MLLIB] MLlib evaluation metrics guide example python ↵Sean Owen2015-07-311-33/+33
| | | | | | | | | | | | | | code uses deprecated print statement Use print(x) not print x for Python 3 in eval examples CC sethah mengxr -- just wanted to close this out before 1.5 Author: Sean Owen <sowen@cloudera.com> Closes #7822 from srowen/SPARK-9490 and squashes the following commits: 01abeba [Sean Owen] Change "print x" to "print(x)" in the rest of the docs too bd7f7fb [Sean Owen] Use print(x) not print x for Python 3 in eval examples
* [SPARK-6129] [MLLIB] [DOCS] Added user guide for evaluation metricssethah2015-07-291-0/+1497
Author: sethah <seth.hendrickson16@gmail.com> Closes #7655 from sethah/Working_on_6129 and squashes the following commits: 253db2d [sethah] removed number formatting from example code b769cab [sethah] rewording threshold section d5dad4d [sethah] adding some explanations of concepts to the eval metrics user guide 3a61ff9 [sethah] Removing unnecessary latex commands from metrics guide c9dd058 [sethah] Cleaning up and formatting metrics user guide section 6f31c21 [sethah] All example code for metrics section done 98813fe [sethah] Most java and python example code added. Further latex formatting 53a24fc [sethah] Adding documentations of metrics for ML algorithms to user guide