Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 53 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.18 secPassed
evaluate with labels that are not doubles0.83 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset4.5 secPassed
generalized linear regression: binomial family against glm6.8 secPassed
generalized linear regression: default params0.87 secPassed
generalized linear regression: gamma family against glm5.7 secPassed
generalized linear regression: gaussian family against glm7.3 secPassed
generalized linear regression: gaussian family against glmnet1.9 secPassed
generalized linear regression: intercept only1.2 secPassed
generalized linear regression: poisson family against glm5.3 secPassed
generalized linear regression: poisson family against glm (with zero values)0.37 secPassed
generalized linear regression: regularization parameter1.2 secPassed
generalized linear regression: tweedie family against glm4.9 secPassed
generalized linear regression: tweedie family against glm (default power link)2.8 secPassed
glm accepts Dataset[LabeledPoint]0.38 secPassed
glm handle collinear features88 msPassed
glm summary: binomial family with weight and offset0.79 secPassed
glm summary: coefficient with statistics0.45 secPassed
glm summary: feature name0.29 secPassed
glm summary: gamma family with weight and offset0.69 secPassed
glm summary: gaussian family with weight and offset1.1 secPassed
glm summary: poisson family with weight and offset0.79 secPassed
glm summary: tweedie family with weight and offset0.96 secPassed
params0.13 secPassed
prediction on single instance1.1 secPassed
read/write1.5 secPassed
should support all NumericType labels and weights, and not support other types0.77 secPassed