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Posted to issues@spark.apache.org by "Xiangrui Meng (JIRA)" <ji...@apache.org> on 2015/07/02 02:19:04 UTC
[jira] [Created] (SPARK-8774) Add R model formula with basic
support as a transformer
Xiangrui Meng created SPARK-8774:
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Summary: Add R model formula with basic support as a transformer
Key: SPARK-8774
URL: https://issues.apache.org/jira/browse/SPARK-8774
Project: Spark
Issue Type: New Feature
Components: ML, SparkR
Reporter: Xiangrui Meng
To have better integration with SparkR, we can add a feature transformer to support R formula. A list of operators R supports can be find here: http://ww2.coastal.edu/kingw/statistics/R-tutorials/formulae.html
The initial version should support "~", "+", and "." on numeric columns and we can expand it in the future.
{code}
val formula = new RModelFormula()
.setFormula("y ~ x + z")
{code}
The output should append two new columns: features and label.
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