SPARK-4111 [MLlib] add regression metrics

Add RegressionMetrics.scala as regression metrics used for evaluation and corresponding test case RegressionMetricsSuite.scala.
The second sentence is not necessary, which is the doc for `MOS` but not `summarizer`. The first sentence can be changed to

~~~
Use MultivariateOnlineSummarizer to calculate summary statistics of observations and errors.
~~~