[HIVEMALL-25] [DOC] Update UserGuide for v0.6 - ASF JIRA

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HIVEMALL-81 Document ranking measures

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HIVEMALL-155 [DOC] Release guide for Apache release

1.	Add documentation about Hivemall on Apache Spark	Closed	Takeshi Yamamuro
2.	Add documentation about Xgboost support in v0.6.0	Closed	Makoto Yui
3.	Add documentation about ChangeFinder and SST	Closed	Takuya Kitazawa
4.	Add a description about Polynomial Feature Expansion	Closed	Makoto Yui
5.	Add documentation about BPR-MF	Open	Makoto Yui
6.	Add documentation about Similarity/Distance functions	Closed	Makoto Yui
7.	Add documentation about l2_normalize function	Closed	Takuya Kitazawa
8.	Add documentation about Kernelized Passive Aggressive	Open	Makoto Yui
9.	Add documentation about F-measure/f1score	Closed	Makoto Yui
10.	Write DIMSUM + MovieLens tutorial	Closed	Takuya Kitazawa
11.	Add introductory pages to roots of content trees	Closed	Unassigned
12.	Add documentation about SQL in Spark	Closed	Takeshi Yamamuro
13.	Add documentation about Stratified Sampling in general tips	Open	Makoto Yui
14.	`-iter` option of General classifier/regressor should be documented	Closed	Unassigned
15.	Added documentation about RandomForest regression	Open	Unassigned
16.	Refine deprecated userguide contents	Closed	Makoto Yui
17.	Add documentation about One-hot encoding	Closed	Makoto Yui
18.	Create a list of all functions	Closed	Takuya Kitazawa
19.	[DOC] Resolve missing links for documentation	Closed	Makoto Yui
20.	Add documentation about binarize_label UDTF	Closed	Makoto Yui
21.	Explain default hyperparameters for each optimizer	Closed	Makoto Yui