Test Result : GeneralizedLinearRegressionSuite

0 failures (±0) , 1 skipped (±0)
28 tests (±0)
Took 3 min 30 sec.

All Tests

Test nameDurationStatus
SPARK-23131 Kryo raises StackOverflow during serializing GLR model0.54 secPassed
evaluate with labels that are not doubles5.6 secPassed
export test data into CSV format-1 msSkipped
generalized linear regression with weight and offset18 secPassed
generalized linear regression: binomial family against glm30 secPassed
generalized linear regression: default params2.9 secPassed
generalized linear regression: gamma family against glm28 secPassed
generalized linear regression: gaussian family against glm25 secPassed
generalized linear regression: gaussian family against glmnet11 secPassed
generalized linear regression: intercept only2.8 secPassed
generalized linear regression: poisson family against glm28 secPassed
generalized linear regression: poisson family against glm (with zero values)2.4 secPassed
generalized linear regression: regularization parameter3.2 secPassed
generalized linear regression: tweedie family against glm15 secPassed
generalized linear regression: tweedie family against glm (default power link)5.5 secPassed
glm accepts Dataset[LabeledPoint]1.6 secPassed
glm handle collinear features0.54 secPassed
glm summary: binomial family with weight and offset1.7 secPassed
glm summary: coefficient with statistics3.7 secPassed
glm summary: feature name1.5 secPassed
glm summary: gamma family with weight and offset1.7 secPassed
glm summary: gaussian family with weight and offset2.1 secPassed
glm summary: poisson family with weight and offset1.4 secPassed
glm summary: tweedie family with weight and offset2.7 secPassed
params0.37 secPassed
prediction on single instance2.3 secPassed
read/write6.5 secPassed
should support all NumericType labels and weights, and not support other types1.5 secPassed