Skip to content

Commit 42ff98e

Browse files
committed
improve doc
1 parent 72a9302 commit 42ff98e

1 file changed

Lines changed: 2 additions & 1 deletion

File tree

mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -409,7 +409,8 @@ object LinearRegression extends DefaultParamsReadable[LinearRegression] {
409409

410410
/**
411411
* When using [[LinearRegression.solver]] == "normal", the solver must limit the number of
412-
* features to at most this number.
412+
* features to at most this number. The entire covariance matrix X^T^X will be collected
413+
* to the driver. This limit helps prevent memory overflow errors.
413414
*/
414415
@Since("2.1.0")
415416
val MAX_FEATURES_FOR_NORMAL_SOLVER: Int = WeightedLeastSquares.MAX_NUM_FEATURES

0 commit comments

Comments
 (0)