DaalLinearRegressionModel __init__

---

__init__(self, name=None)

[ALPHA] Create a ‘new’ instance of a Linear Regression model.

Parameters:

name : unicode (default=None)

User supplied name.

Returns:

: Model

A new instance of LinearRegressionModel

Linear Regression [R7] is used to model the relationship between a scalar dependent variable and one or more independent variables. The Linear Regression model is initialized, trained on columns of a frame and used to predict the value of the dependent variable given the independent observations of a frame. This model runs the DAAL implementation of Linear Regression [R8] with QR [R9] decomposition.

footnotes

[R7]	https://en.wikipedia.org/wiki/Linear_regression

[R8]	https://software.intel.com/en-us/daal

[R9]	https://en.wikipedia.org/wiki/QR_decomposition