| SPARK-23562 RFormula handleInvalid should handle invalid values in non-string columns | 2.2 sec | Passed |
| Use Vectors as inputs to formula | 1.3 sec | Passed |
| allow empty label | 0.37 sec | Passed |
| allow missing label column for test datasets | 0.27 sec | Passed |
| attribute generation | 0.65 sec | Passed |
| encodes string terms | 0.63 sec | Passed |
| encodes string terms with string indexer order type | 1.7 sec | Passed |
| factor factor interaction | 1.1 sec | Passed |
| factor numeric interaction | 0.55 sec | Passed |
| features column already exists | 25 ms | Passed |
| force to index label even it is numeric type | 1.2 sec | Passed |
| formula w/o intercept, we should output reference category when encoding string terms | 1.6 sec | Passed |
| handle unseen features or labels | 9 sec | Passed |
| index string label | 0.83 sec | Passed |
| label column already exists and forceIndexLabel was set with false | 0.32 sec | Passed |
| label column already exists but forceIndexLabel was set with true | 5 ms | Passed |
| label column already exists but is not numeric type | 63 ms | Passed |
| numeric interaction | 2.3 sec | Passed |
| params | 1 ms | Passed |
| read/write: RFormula | 0.32 sec | Passed |
| read/write: RFormulaModel | 8.7 sec | Passed |
| should support all NumericType labels | 0.15 sec | Passed |
| test consistency with R when encoding string terms | 0.53 sec | Passed |
| transform numeric data | 0.39 sec | Passed |
| vector attribute generation | 1 sec | Passed |
| vector attribute generation with unnamed input attrs | 1.1 sec | Passed |
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