Vidaurre, Diego; Bielza, Concha; Larrañaga, Pedro - In: Computational Statistics 27 (2012) 3, pp. 531-550
Locally weighted regression is a technique that predicts the response for new data items from their neighbors in the training data set, where closer data items are assigned higher weights in the prediction. However, the original method may suffer from overfitting and fail to select the relevant...
