Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 2 min 13 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.15 secPassed
evaluate with labels that are not doubles0.72 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset4.5 secPassed
generalized linear regression: binomial family against glm24 secPassed
generalized linear regression: default params1.6 secPassed
generalized linear regression: gamma family against glm22 secPassed
generalized linear regression: gaussian family against glm20 secPassed
generalized linear regression: gaussian family against glmnet9.6 secPassed
generalized linear regression: intercept only1.8 secPassed
generalized linear regression: poisson family against glm21 secPassed
generalized linear regression: poisson family against glm (with zero values)0.64 secPassed
generalized linear regression: regularization parameter1 secPassed
generalized linear regression: tweedie family against glm7.2 secPassed
generalized linear regression: tweedie family against glm (default power link)3.6 secPassed
glm accepts Dataset[LabeledPoint]1.6 secPassed
glm handle collinear features97 msPassed
glm summary: binomial family with weight and offset0.7 secPassed
glm summary: coefficient with statistics0.62 secPassed
glm summary: feature name0.37 secPassed
glm summary: gamma family with weight and offset0.85 secPassed
glm summary: gaussian family with weight and offset1 secPassed
glm summary: poisson family with weight and offset0.86 secPassed
glm summary: tweedie family with weight and offset1 secPassed
params28 msPassed
prediction on single instance2.2 secPassed
read/write2.4 secPassed
should support all NumericType labels and weights, and not support other types1.1 secPassed