weighted training data for gaussian process regression
4 次查看(过去 30 天)
显示 更早的评论
Hello everybody,
I've got a question regarding the training of a gaussian process. My training data table consists of two type of data, labelled with 'A' and 'B'. The number of rows for 'A' is quite large and makes ~90% of the complete data set, whereas the number of rows for 'B' is quite small (~10%). Now I want to increase the weight of 'B' in the training data set, so that both labels are equally represented in the model. What I don't want, is to remove data with the label 'A'.
Does anyone have an idea how to do this?
Hints, remarks, links are highly appreciated!
N.
1 个评论
Jan Pecka
2018-5-15
Hi Nicolai, I have exactly the same problem. Have you come across an usable solution?
回答(0 个)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Statistics and Machine Learning Toolbox 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!