Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 1 min 21 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model90 msPassed
evaluate with labels that are not doubles0.57 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset4.1 secPassed
generalized linear regression: binomial family against glm13 secPassed
generalized linear regression: default params0.92 secPassed
generalized linear regression: gamma family against glm11 secPassed
generalized linear regression: gaussian family against glm12 secPassed
generalized linear regression: gaussian family against glmnet5.1 secPassed
generalized linear regression: intercept only1.4 secPassed
generalized linear regression: poisson family against glm12 secPassed
generalized linear regression: poisson family against glm (with zero values)0.4 secPassed
generalized linear regression: regularization parameter0.72 secPassed
generalized linear regression: tweedie family against glm5.3 secPassed
generalized linear regression: tweedie family against glm (default power link)2.9 secPassed
glm accepts Dataset[LabeledPoint]0.89 secPassed
glm handle collinear features81 msPassed
glm summary: binomial family with weight and offset0.64 secPassed
glm summary: coefficient with statistics0.34 secPassed
glm summary: feature name0.21 secPassed
glm summary: gamma family with weight and offset0.7 secPassed
glm summary: gaussian family with weight and offset0.89 secPassed
glm summary: poisson family with weight and offset0.64 secPassed
glm summary: tweedie family with weight and offset0.97 secPassed
params16 msPassed
prediction on single instance1.3 secPassed
read/write2.1 secPassed
should support all NumericType labels and weights, and not support other types0.72 secPassed