Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 1 min 38 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.11 secPassed
evaluate with labels that are not doubles0.68 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset3.7 secPassed
generalized linear regression: binomial family against glm16 secPassed
generalized linear regression: default params1 secPassed
generalized linear regression: gamma family against glm16 secPassed
generalized linear regression: gaussian family against glm15 secPassed
generalized linear regression: gaussian family against glmnet7.5 secPassed
generalized linear regression: intercept only1.3 secPassed
generalized linear regression: poisson family against glm15 secPassed
generalized linear regression: poisson family against glm (with zero values)0.41 secPassed
generalized linear regression: regularization parameter0.78 secPassed
generalized linear regression: tweedie family against glm5.2 secPassed
generalized linear regression: tweedie family against glm (default power link)2.9 secPassed
glm accepts Dataset[LabeledPoint]1.2 secPassed
glm handle collinear features0.11 secPassed
glm summary: binomial family with weight and offset0.68 secPassed
glm summary: coefficient with statistics0.39 secPassed
glm summary: feature name0.23 secPassed
glm summary: gamma family with weight and offset0.71 secPassed
glm summary: gaussian family with weight and offset0.9 secPassed
glm summary: poisson family with weight and offset0.64 secPassed
glm summary: tweedie family with weight and offset1 secPassed
params18 msPassed
prediction on single instance1.4 secPassed
read/write2.3 secPassed
should support all NumericType labels and weights, and not support other types0.79 secPassed