- <init>
- setAttributeSelectionMethod
Sets the method used to select attributes for use in the linear regression.
- setEliminateColinearAttributes
Set the value of EliminateColinearAttributes.
- buildClassifier
Builds a regression model for the given data.
- calculateSE
Calculate the squared error of a regression model on the training data
- coefficients
Returns the coefficients for this linear model.
- deselectColinearAttributes
Removes the attribute with the highest standardised coefficient greater than 1.5
from the selected a
- doRegression
Calculate a linear regression using the selected attributes
- findBestModel
Performs a greedy search for the best regression model using Akaike's criterion.
- getAttributeSelectionMethod
Gets the method used to select attributes for use in the linear regression.
- getCapabilities
Returns default capabilities of the classifier.
- getEliminateColinearAttributes
Get the value of EliminateColinearAttributes.