[SPARK-12974] [ML] [PySpark] Add Python API for spark.ml bisecting k-means

[yanboliang]

Add Python API for spark.ml bisecting k-means.

[SparkQA]

Test build #49953 has finished for PR 10889 at commit 21acce0.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[SparkQA]

Test build #49978 has finished for PR 10889 at commit dcf6b8b.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[SparkQA]

Test build #50180 has finished for PR 10889 at commit 581914c.

• This patch passes all tests.
• This patch merges cleanly.
• This patch adds no public classes.

[yanboliang]

After #10216, we do not need to declare param variables in __init__ by hand.

[yanboliang]

cc @mengxr @jkbradley

[mengxr]

@yanboliang Could you update this PR since #10216 was merged? Thanks!

[yanboliang]

@mengxr Actually, I have already updated this PR after #10216 get merged.

[mengxr]

LGTM. Merged into master. Thanks!