Test Result : QuantileDiscretizerSuite

0 failures (±0)
19 tests (±0)
Took 21 sec.

All Tests

Test nameDurationStatus
Assert exception is thrown if both multi-column and single-column params are set5 msPassed
Multiple Columns: Compare single/multiple column(s) QuantileDiscretizer in pipeline0.42 secPassed
Multiple Columns: Comparing setting numBuckets with setting numBucketsArray explicitly with identical values0.22 secPassed
Multiple Columns: Mismatched sizes of inputCols/numBucketsArray5 msPassed
Multiple Columns: Mismatched sizes of inputCols/outputCols12 msPassed
Multiple Columns: Set both of numBuckets/numBucketsArray5 msPassed
Multiple Columns: Test numBucketsArray0.31 secPassed
Multiple Columns: Test observed number of buckets and their sizes match expected values10 secPassed
Multiple Columns: Test on data with high proportion of duplicated values0.75 secPassed
Multiple Columns: Test transform on data with NaN value0.7 secPassed
Multiple Columns: read/write0.26 secPassed
Setting inputCol without setting outputCol0.19 secPassed
Setting numBucketsArray for Single-Column QuantileDiscretizer6 msPassed
Test observed number of buckets and their sizes match expected values5.2 secPassed
Test on data with high proportion of duplicated values0.57 secPassed
Test transform method on unseen data0.48 secPassed
Test transform on data with NaN value0.73 secPassed
Verify resulting model has parent51 msPassed
read/write0.27 secPassed