Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)

28 tests (±0)

Took 45 sec.

All Tests

Test name	Duration	Status
SPARK-23131 Kryo raises StackOverflow during serializing GLR model	77 ms	Passed
evaluate with labels that are not doubles	0.33 sec	Passed
export test data into CSV format	0 ms	Skipped
generalized linear regression with weight and offset	2.9 sec	Passed
generalized linear regression: binomial family against glm	7.1 sec	Passed
generalized linear regression: default params	0.43 sec	Passed
generalized linear regression: gamma family against glm	6.4 sec	Passed
generalized linear regression: gaussian family against glm	6.6 sec	Passed
generalized linear regression: gaussian family against glmnet	2.2 sec	Passed
generalized linear regression: intercept only	0.99 sec	Passed
generalized linear regression: poisson family against glm	6.4 sec	Passed
generalized linear regression: poisson family against glm (with zero values)	0.42 sec	Passed
generalized linear regression: regularization parameter	0.45 sec	Passed
generalized linear regression: tweedie family against glm	3.5 sec	Passed
generalized linear regression: tweedie family against glm (default power link)	2 sec	Passed
glm accepts Dataset[LabeledPoint]	0.37 sec	Passed
glm handle collinear features	67 ms	Passed
glm summary: binomial family with weight and offset	0.46 sec	Passed
glm summary: coefficient with statistics	0.29 sec	Passed
glm summary: feature name	0.17 sec	Passed
glm summary: gamma family with weight and offset	0.46 sec	Passed
glm summary: gaussian family with weight and offset	0.47 sec	Passed
glm summary: poisson family with weight and offset	0.42 sec	Passed
glm summary: tweedie family with weight and offset	0.64 sec	Passed
params	10 ms	Passed
prediction on single instance	0.58 sec	Passed
read/write	1 sec	Passed
should support all NumericType labels and weights, and not support other types	0.61 sec	Passed