[Scikit-learn-general] Feature weighting in Nearest Neighbor Regression

2014-06-17 Thread George Bezerra
Hi, I was wondering if KNN weighs features differently when doing regression and, if not, would it be possible to do so? I would like to find the feature weights that minimizes error. Also, what other kind of pre-processing (such as scaling and normalization) does KNN do? Finally, where do I fin

[Scikit-learn-general] Feature weighting in Nearest Neighbor Regression

2014-06-11 Thread George Bezerra
Hi, I was wondering if KNN weighs features differently when doing regression and, if not, would it be possible to do so? I would like to find the feature weights that minimiz error. Also, what other kind of pre-processing (such as scaling and normalization) does KNN do? Finally, where do I find