Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/11694#discussion_r56056648
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
---
@@ -633,3 +755,179 @@ object GeneralizedLinearRegressionModel extends
MLReadable[GeneralizedLinearRegr
}
}
}
+
+/**
+ * :: Experimental ::
+ * Summarizing Generalized Linear regression Fits.
+ *
+ * @param predictions predictions outputted by the model's `transform`
method
+ * @param predictionCol field in "predictions" which gives the prediction
value of each instance
+ * @param family the family object of the model
+ * @param link the link object of the model
+ * @param model the model that should be summarized
+ * @param diagInvAtWA diagonal of matrix (A^T * W * A)^-1 in the last
iteration
+ * @param numIterations number of iterations
+ */
+@Since("2.0.0")
+@Experimental
+class GeneralizedLinearRegressionSummary private[regression] (
+ @transient val predictions: DataFrame,
+ val predictionCol: String,
+ val family: GeneralizedLinearRegression.Family,
+ val link: GeneralizedLinearRegression.Link,
--- End diff --
ditto
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