Test Result : GeneralizedLinearRegressionSuite

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

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.1 secPassed
evaluate with labels that are not doubles0.68 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset3.8 secPassed
generalized linear regression: binomial family against glm17 secPassed
generalized linear regression: default params1.4 secPassed
generalized linear regression: gamma family against glm13 secPassed
generalized linear regression: gaussian family against glm16 secPassed
generalized linear regression: gaussian family against glmnet7.2 secPassed
generalized linear regression: intercept only1.4 secPassed
generalized linear regression: poisson family against glm16 secPassed
generalized linear regression: poisson family against glm (with zero values)0.37 secPassed
generalized linear regression: regularization parameter0.79 secPassed
generalized linear regression: tweedie family against glm4.3 secPassed
generalized linear regression: tweedie family against glm (default power link)2.5 secPassed
glm accepts Dataset[LabeledPoint]1.2 secPassed
glm handle collinear features85 msPassed
glm summary: binomial family with weight and offset0.6 secPassed
glm summary: coefficient with statistics0.34 secPassed
glm summary: feature name0.2 secPassed
glm summary: gamma family with weight and offset0.61 secPassed
glm summary: gaussian family with weight and offset0.89 secPassed
glm summary: poisson family with weight and offset0.56 secPassed
glm summary: tweedie family with weight and offset0.91 secPassed
params27 msPassed
prediction on single instance1.9 secPassed
read/write2 secPassed
should support all NumericType labels and weights, and not support other types0.79 secPassed