diff options
Diffstat (limited to 'python/pyspark/ml/regression.py')
| -rw-r--r-- | python/pyspark/ml/regression.py | 18 |
1 files changed, 18 insertions, 0 deletions
diff --git a/python/pyspark/ml/regression.py b/python/pyspark/ml/regression.py index 0ab5c6c3d2..2803864ff4 100644 --- a/python/pyspark/ml/regression.py +++ b/python/pyspark/ml/regression.py @@ -51,6 +51,10 @@ class LinearRegression(JavaEstimator, HasFeaturesCol, HasLabelCol, HasPrediction >>> test0 = sqlContext.createDataFrame([(Vectors.dense(-1.0),)], ["features"]) >>> model.transform(test0).head().prediction -1.0 + >>> model.weights + DenseVector([1.0]) + >>> model.intercept + 0.0 >>> test1 = sqlContext.createDataFrame([(Vectors.sparse(1, [0], [1.0]),)], ["features"]) >>> model.transform(test1).head().prediction 1.0 @@ -117,6 +121,20 @@ class LinearRegressionModel(JavaModel): Model fitted by LinearRegression. """ + @property + def weights(self): + """ + Model weights. + """ + return self._call_java("weights") + + @property + def intercept(self): + """ + Model intercept. + """ + return self._call_java("intercept") + class TreeRegressorParams(object): """ |