Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 2 min 6 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.15 secPassed
evaluate with labels that are not doubles0.87 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset9.2 secPassed
generalized linear regression: binomial family against glm21 secPassed
generalized linear regression: default params1.3 secPassed
generalized linear regression: gamma family against glm16 secPassed
generalized linear regression: gaussian family against glm17 secPassed
generalized linear regression: gaussian family against glmnet7.1 secPassed
generalized linear regression: intercept only2.3 secPassed
generalized linear regression: poisson family against glm18 secPassed
generalized linear regression: poisson family against glm (with zero values)0.74 secPassed
generalized linear regression: regularization parameter4.2 secPassed
generalized linear regression: tweedie family against glm7.1 secPassed
generalized linear regression: tweedie family against glm (default power link)3.6 secPassed
glm accepts Dataset[LabeledPoint]1.5 secPassed
glm handle collinear features0.15 secPassed
glm summary: binomial family with weight and offset0.78 secPassed
glm summary: coefficient with statistics0.57 secPassed
glm summary: feature name0.46 secPassed
glm summary: gamma family with weight and offset0.95 secPassed
glm summary: gaussian family with weight and offset1.1 secPassed
glm summary: poisson family with weight and offset0.82 secPassed
glm summary: tweedie family with weight and offset1.4 secPassed
params16 msPassed
prediction on single instance1.9 secPassed
read/write3 secPassed
should support all NumericType labels and weights, and not support other types2.6 secPassed