Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 1 min 46 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.15 secPassed
evaluate with labels that are not doubles0.98 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset4.1 secPassed
generalized linear regression: binomial family against glm16 secPassed
generalized linear regression: default params1.4 secPassed
generalized linear regression: gamma family against glm16 secPassed
generalized linear regression: gaussian family against glm17 secPassed
generalized linear regression: gaussian family against glmnet6.3 secPassed
generalized linear regression: intercept only1.7 secPassed
generalized linear regression: poisson family against glm14 secPassed
generalized linear regression: poisson family against glm (with zero values)0.45 secPassed
generalized linear regression: regularization parameter0.94 secPassed
generalized linear regression: tweedie family against glm8.4 secPassed
generalized linear regression: tweedie family against glm (default power link)3.9 secPassed
glm accepts Dataset[LabeledPoint]1.3 secPassed
glm handle collinear features0.1 secPassed
glm summary: binomial family with weight and offset0.91 secPassed
glm summary: coefficient with statistics0.53 secPassed
glm summary: feature name0.29 secPassed
glm summary: gamma family with weight and offset0.8 secPassed
glm summary: gaussian family with weight and offset1.1 secPassed
glm summary: poisson family with weight and offset0.8 secPassed
glm summary: tweedie family with weight and offset1.1 secPassed
params33 msPassed
prediction on single instance1.8 secPassed
read/write2.4 secPassed
should support all NumericType labels and weights, and not support other types0.84 secPassed