Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/7538#discussion_r36361305
--- Diff:
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
---
@@ -408,6 +451,119 @@ private[classification] class MultiClassSummarizer
extends Serializable {
}
/**
+ * Abstraction for multinomial Logistic Regression Training results.
+ */
+sealed trait LogisticRegressionTrainingSummary extends Serializable {
+
+ /** objective function (scaled loss + regularization) at each iteration.
*/
+ val objectiveHistory: Array[Double]
+
+ /** Number of training iterations until termination */
+ val totalIterations: Int = objectiveHistory.length
+
+}
+
+/**
+ * Abstraction for Logistic Regression Results for a given model.
+ */
+sealed trait LogisticRegressionSummary extends Serializable {
--- End diff --
This trait can have defs for predictions, probabilityCol, labelCol.
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