Shubhanshu Mishra created SPARK-11668:
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Summary: R style summary stats in GLM package SparkR
Key: SPARK-11668
URL: https://issues.apache.org/jira/browse/SPARK-11668
Project: Spark
Issue Type: Improvement
Components: SparkR
Affects Versions: 1.5.1, 1.5.0
Environment: LINUX
WINDOWS
MAC
Reporter: Shubhanshu Mishra
Fix For: 1.5.1
In the current GLM module in R the `summary(model)` function call will only
return the values of the coefficients however in the actual R GLM module, the
function also returns the std. err, z score, p-value and confidence intervals
for the coefficients as well as some model based statistics like R-squared
values, AIC, BIC etc.
Another inspiration for adding these metrics can be using the format of python
statsmodels package described here:
http://statsmodels.sourceforge.net/devel/examples/notebooks/generated/formulas.html
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