diff options
Diffstat (limited to 'R/pkg/inst/tests/test_mllib.R')
| -rw-r--r-- | R/pkg/inst/tests/test_mllib.R | 10 |
1 files changed, 9 insertions, 1 deletions
diff --git a/R/pkg/inst/tests/test_mllib.R b/R/pkg/inst/tests/test_mllib.R index f272de78ad..032f8ec68b 100644 --- a/R/pkg/inst/tests/test_mllib.R +++ b/R/pkg/inst/tests/test_mllib.R @@ -49,6 +49,14 @@ test_that("dot minus and intercept vs native glm", { expect_true(all(abs(rVals - vals) < 1e-6), rVals - vals) }) +test_that("feature interaction vs native glm", { + training <- createDataFrame(sqlContext, iris) + model <- glm(Sepal_Width ~ Species:Sepal_Length, data = training) + vals <- collect(select(predict(model, training), "prediction")) + rVals <- predict(glm(Sepal.Width ~ Species:Sepal.Length, data = iris), iris) + expect_true(all(abs(rVals - vals) < 1e-6), rVals - vals) +}) + test_that("summary coefficients match with native glm", { training <- createDataFrame(sqlContext, iris) stats <- summary(glm(Sepal_Width ~ Sepal_Length + Species, data = training)) @@ -57,5 +65,5 @@ test_that("summary coefficients match with native glm", { expect_true(all(abs(rCoefs - coefs) < 1e-6)) expect_true(all( as.character(stats$features) == - c("(Intercept)", "Sepal_Length", "Species__versicolor", "Species__virginica"))) + c("(Intercept)", "Sepal_Length", "Species_versicolor", "Species_virginica"))) }) |