Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 2 min 9 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.17 secPassed
evaluate with labels that are not doubles1.1 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset5.3 secPassed
generalized linear regression: binomial family against glm19 secPassed
generalized linear regression: default params2.1 secPassed
generalized linear regression: gamma family against glm19 secPassed
generalized linear regression: gaussian family against glm21 secPassed
generalized linear regression: gaussian family against glmnet10 secPassed
generalized linear regression: intercept only1.7 secPassed
generalized linear regression: poisson family against glm18 secPassed
generalized linear regression: poisson family against glm (with zero values)0.55 secPassed
generalized linear regression: regularization parameter1.3 secPassed
generalized linear regression: tweedie family against glm9.5 secPassed
generalized linear regression: tweedie family against glm (default power link)3 secPassed
glm accepts Dataset[LabeledPoint]1.5 secPassed
glm handle collinear features0.1 secPassed
glm summary: binomial family with weight and offset0.85 secPassed
glm summary: coefficient with statistics0.53 secPassed
glm summary: feature name0.35 secPassed
glm summary: gamma family with weight and offset0.92 secPassed
glm summary: gaussian family with weight and offset1.2 secPassed
glm summary: poisson family with weight and offset0.81 secPassed
glm summary: tweedie family with weight and offset1.3 secPassed
params0.27 secPassed
prediction on single instance2.6 secPassed
read/write2.6 secPassed
should support all NumericType labels and weights, and not support other types0.92 secPassed