[scikit-learn] Create a "Feature_Weight" Parameter at RandomForestRegressor

2016-07-04 Thread luizfgoncalves
I would like to give different weights to the features in the feature set for the split task of Random Forest. Right now, only the MSE metric is used to select the best split, and I want to do something like feature[i] = MSI[i] * feature_weight[i]. This way, I'll be able to give more importance to

[scikit-learn] Install sklearn into a specific folder to make some changes

2016-08-01 Thread luizfgoncalves
I'm looking for the best way to install sklearn into a specific folder so I can make changes for my work, without worrying about bugging my main sklearn installation (as I use the default version for some experiments too). I tried to clone the git repository and use "python setup.py install", but