aboutsummaryrefslogtreecommitdiff
path: root/mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
diff options
context:
space:
mode:
Diffstat (limited to 'mllib/src/main/scala/org/apache/spark/ml/Estimator.scala')
-rw-r--r--mllib/src/main/scala/org/apache/spark/ml/Estimator.scala9
1 files changed, 6 insertions, 3 deletions
diff --git a/mllib/src/main/scala/org/apache/spark/ml/Estimator.scala b/mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
index bc3defe968..eff7ef925d 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
@@ -34,7 +34,8 @@ abstract class Estimator[M <: Model[M]] extends PipelineStage with Params {
* Fits a single model to the input data with optional parameters.
*
* @param dataset input dataset
- * @param paramPairs optional list of param pairs (overwrite embedded params)
+ * @param paramPairs Optional list of param pairs.
+ * These values override any specified in this Estimator's embedded ParamMap.
* @return fitted model
*/
@varargs
@@ -47,7 +48,8 @@ abstract class Estimator[M <: Model[M]] extends PipelineStage with Params {
* Fits a single model to the input data with provided parameter map.
*
* @param dataset input dataset
- * @param paramMap parameter map
+ * @param paramMap Parameter map.
+ * These values override any specified in this Estimator's embedded ParamMap.
* @return fitted model
*/
def fit(dataset: DataFrame, paramMap: ParamMap): M
@@ -58,7 +60,8 @@ abstract class Estimator[M <: Model[M]] extends PipelineStage with Params {
* Subclasses could overwrite this to optimize multi-model training.
*
* @param dataset input dataset
- * @param paramMaps an array of parameter maps
+ * @param paramMaps An array of parameter maps.
+ * These values override any specified in this Estimator's embedded ParamMap.
* @return fitted models, matching the input parameter maps
*/
def fit(dataset: DataFrame, paramMaps: Array[ParamMap]): Seq[M] = {