Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 2 min 26 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model2.3 secPassed
evaluate with labels that are not doubles3 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset8.2 secPassed
generalized linear regression: binomial family against glm21 secPassed
generalized linear regression: default params1.1 secPassed
generalized linear regression: gamma family against glm24 secPassed
generalized linear regression: gaussian family against glm18 secPassed
generalized linear regression: gaussian family against glmnet6.9 secPassed
generalized linear regression: intercept only1.6 secPassed
generalized linear regression: poisson family against glm20 secPassed
generalized linear regression: poisson family against glm (with zero values)1.6 secPassed
generalized linear regression: regularization parameter1.3 secPassed
generalized linear regression: tweedie family against glm12 secPassed
generalized linear regression: tweedie family against glm (default power link)2.6 secPassed
glm accepts Dataset[LabeledPoint]1.3 secPassed
glm handle collinear features89 msPassed
glm summary: binomial family with weight and offset0.81 secPassed
glm summary: coefficient with statistics1.3 secPassed
glm summary: feature name0.74 secPassed
glm summary: gamma family with weight and offset3.5 secPassed
glm summary: gaussian family with weight and offset1.7 secPassed
glm summary: poisson family with weight and offset0.69 secPassed
glm summary: tweedie family with weight and offset1.1 secPassed
params21 msPassed
prediction on single instance1.5 secPassed
read/write6.4 secPassed
should support all NumericType labels and weights, and not support other types0.81 secPassed