Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 1 min 14 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model57 msPassed
evaluate with labels that are not doubles0.28 secPassed
export test data into CSV format0 msSkipped
generalized linear regression with weight and offset2.8 secPassed
generalized linear regression: binomial family against glm23 secPassed
generalized linear regression: default params0.41 secPassed
generalized linear regression: gamma family against glm10 secPassed
generalized linear regression: gaussian family against glm10 secPassed
generalized linear regression: gaussian family against glmnet2.2 secPassed
generalized linear regression: intercept only1 secPassed
generalized linear regression: poisson family against glm10 secPassed
generalized linear regression: poisson family against glm (with zero values)0.52 secPassed
generalized linear regression: regularization parameter0.35 secPassed
generalized linear regression: tweedie family against glm3.7 secPassed
generalized linear regression: tweedie family against glm (default power link)2 secPassed
glm accepts Dataset[LabeledPoint]0.33 secPassed
glm handle collinear features54 msPassed
glm summary: binomial family with weight and offset0.5 secPassed
glm summary: coefficient with statistics0.2 secPassed
glm summary: feature name0.13 secPassed
glm summary: gamma family with weight and offset0.38 secPassed
glm summary: gaussian family with weight and offset0.34 secPassed
glm summary: poisson family with weight and offset0.31 secPassed
glm summary: tweedie family with weight and offset0.64 secPassed
params7 msPassed
prediction on single instance0.73 secPassed
read/write1.4 secPassed
should support all NumericType labels and weights, and not support other types0.4 secPassed