[MINOR][ML] Use coefficients replace weights

Use ```coefficients``` replace ```weights```, I wish they are the last two.
mengxr

Author: Yanbo Liang <ybliang8@gmail.com>

Closes #10065 from yanboliang/coefficients.
This commit is contained in:
Yanbo Liang 2015-12-03 11:37:34 -08:00 committed by Xiangrui Meng
parent 688e521c28
commit d576e76bba
2 changed files with 2 additions and 2 deletions

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@ -49,7 +49,7 @@ class LogisticRegression(JavaEstimator, HasFeaturesCol, HasLabelCol, HasPredicti
... Row(label=0.0, weight=2.0, features=Vectors.sparse(1, [], []))]).toDF()
>>> lr = LogisticRegression(maxIter=5, regParam=0.01, weightCol="weight")
>>> model = lr.fit(df)
>>> model.weights
>>> model.coefficients
DenseVector([5.5...])
>>> model.intercept
-2.68...

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@ -40,7 +40,7 @@ class LinearRegression(JavaEstimator, HasFeaturesCol, HasLabelCol, HasPrediction
Linear regression.
The learning objective is to minimize the squared error, with regularization.
The specific squared error loss function used is: L = 1/2n ||A weights - y||^2^
The specific squared error loss function used is: L = 1/2n ||A coefficients - y||^2^
This support multiple types of regularization:
- none (a.k.a. ordinary least squares)