Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 2 min 37 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.17 secPassed
evaluate with labels that are not doubles1.1 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset8.4 secPassed
generalized linear regression: binomial family against glm25 secPassed
generalized linear regression: default params1.6 secPassed
generalized linear regression: gamma family against glm25 secPassed
generalized linear regression: gaussian family against glm23 secPassed
generalized linear regression: gaussian family against glmnet11 secPassed
generalized linear regression: intercept only2.8 secPassed
generalized linear regression: poisson family against glm23 secPassed
generalized linear regression: poisson family against glm (with zero values)0.63 secPassed
generalized linear regression: regularization parameter1.3 secPassed
generalized linear regression: tweedie family against glm9 secPassed
generalized linear regression: tweedie family against glm (default power link)5.1 secPassed
glm accepts Dataset[LabeledPoint]1.6 secPassed
glm handle collinear features0.13 secPassed
glm summary: binomial family with weight and offset1 secPassed
glm summary: coefficient with statistics0.66 secPassed
glm summary: feature name0.37 secPassed
glm summary: gamma family with weight and offset1.5 secPassed
glm summary: gaussian family with weight and offset1.8 secPassed
glm summary: poisson family with weight and offset1.3 secPassed
glm summary: tweedie family with weight and offset1.6 secPassed
params24 msPassed
prediction on single instance2.2 secPassed
read/write3.3 secPassed
should support all NumericType labels and weights, and not support other types1.1 secPassed