spark-instrumented-optimizer/mllib
DB Tsai 3bf20c27ff [SPARK-8845] [ML] ML use of Breeze optimization: use adjustedValue instead of value
In LinearRegression and LogisticRegression, we use Breeze's optimizers (LBFGS and OWLQN). We check the State.value to see the current objective. However, Breeze's documentation makes it sound like value and adjustedValue differ for some optimizers, possibly including OWLQN: 26faf62286/math/src/main/scala/breeze/optimize/FirstOrderMinimizer.scala (L36)
If that is the case, then we should use adjustedValue instead of value. This is relevant to SPARK-8538 and SPARK-8539, where we will provide the objective trace to the user.

Author: DB Tsai <dbt@netflix.com>

Closes #7245 from dbtsai/SPARK-8845 and squashes the following commits:

fa4c91e [DB Tsai] address feedback
e6caac1 [DB Tsai] java style multiline comment
b10c574 [DB Tsai] address feedback
c9ff81e [DB Tsai] first commit
2015-07-07 15:46:44 -07:00
..
src [SPARK-8845] [ML] ML use of Breeze optimization: use adjustedValue instead of value 2015-07-07 15:46:44 -07:00
pom.xml [SPARK-8683] [BUILD] Depend on mockito-core instead of mockito-all 2015-06-27 23:27:52 -07:00