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Enhance docstring for LinearRegression.fit #28741

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Enhance docstring for LinearRegression.fit #28741

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bce2e59
Enhance docstring LinearRegression.fit
miguelcsilva Apr 1, 2024
58b1bd7
Reword docstring
miguelcsilva Apr 1, 2024
54c32de
Address PR comments
miguelcsilva Apr 7, 2024
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9 changes: 7 additions & 2 deletions sklearn/linear_model/_base.py
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Expand Up @@ -560,8 +560,13 @@ def fit(self, X, y, sample_weight=None):
y : array-like of shape (n_samples,) or (n_samples, n_targets)
Target values. Will be cast to X's dtype if necessary.

sample_weight : array-like of shape (n_samples,), default=None
Individual weights for each sample.
sample_weight : float or array-like of shape (n_samples,), default=None

The options are:

- `float`: all samples have a weight equal to the value provided.
- `array-like`: should contain the individual weight of each sample.
- `None`: all samples have a weight equal to 1.

.. versionadded:: 0.17
parameter *sample_weight* support to LinearRegression.
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