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authorYanbo Liang <ybliang8@gmail.com>2016-04-15 08:23:51 -0700
committerXiangrui Meng <meng@databricks.com>2016-04-15 08:23:51 -0700
commit83af297ac42546580983f91079f74e3a4cf25050 (patch)
treeabaa00d9f381bcd4fa4adae7a2bc79b54ad325b4 /R/pkg/NAMESPACE
parent06b9d623e8f58d7bd450a50d938f83b4b3472a32 (diff)
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[SPARK-13925][ML][SPARKR] Expose R-like summary statistics in SparkR::glm for more family and link functions
## What changes were proposed in this pull request? Expose R-like summary statistics in SparkR::glm for more family and link functions. Note: Not all values in R [summary.glm](http://stat.ethz.ch/R-manual/R-patched/library/stats/html/summary.glm.html) are exposed, we only provide the most commonly used statistics in this PR. More statistics can be added in the followup work. ## How was this patch tested? Unit tests. SparkR Output: ``` Deviance Residuals: (Note: These are approximate quantiles with relative error <= 0.01) Min 1Q Median 3Q Max -0.95096 -0.16585 -0.00232 0.17410 0.72918 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1.6765 0.23536 7.1231 4.4561e-11 Sepal_Length 0.34988 0.046301 7.5566 4.1873e-12 Species_versicolor -0.98339 0.072075 -13.644 0 Species_virginica -1.0075 0.093306 -10.798 0 (Dispersion parameter for gaussian family taken to be 0.08351462) Null deviance: 28.307 on 149 degrees of freedom Residual deviance: 12.193 on 146 degrees of freedom AIC: 59.22 Number of Fisher Scoring iterations: 1 ``` R output: ``` Deviance Residuals: Min 1Q Median 3Q Max -0.95096 -0.16522 0.00171 0.18416 0.72918 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1.67650 0.23536 7.123 4.46e-11 *** Sepal.Length 0.34988 0.04630 7.557 4.19e-12 *** Speciesversicolor -0.98339 0.07207 -13.644 < 2e-16 *** Speciesvirginica -1.00751 0.09331 -10.798 < 2e-16 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for gaussian family taken to be 0.08351462) Null deviance: 28.307 on 149 degrees of freedom Residual deviance: 12.193 on 146 degrees of freedom AIC: 59.217 Number of Fisher Scoring iterations: 2 ``` cc mengxr Author: Yanbo Liang <ybliang8@gmail.com> Closes #12393 from yanboliang/spark-13925.
Diffstat (limited to 'R/pkg/NAMESPACE')
-rw-r--r--R/pkg/NAMESPACE3
1 files changed, 2 insertions, 1 deletions
diff --git a/R/pkg/NAMESPACE b/R/pkg/NAMESPACE
index f48c61c1d5..94ac7e7df7 100644
--- a/R/pkg/NAMESPACE
+++ b/R/pkg/NAMESPACE
@@ -292,7 +292,8 @@ export("as.DataFrame",
"tableToDF",
"tableNames",
"tables",
- "uncacheTable")
+ "uncacheTable",
+ "print.summary.GeneralizedLinearRegressionModel")
export("structField",
"structField.jobj",