Re: [scikit-learn] Linear Discriminant Analysis with Cross Validation in Python

2017-03-08 Thread Serafeim Loukas
Dear Sebastian, Thank you for your response. Best, S . Loukas Serafeim University of Geneva email: [email protected] 2017-03-07 17:56 GMT+01:00 Sebastian Raschka : > Hi, Loukas and Mahesh, > for LOOCV, you could e.g., use the LeaveOneOut class > >

Re: [scikit-learn] Linear Discriminant Analysis with Cross Validation in Python

2017-03-07 Thread Mahesh Kulkarni
Hi Sebastian, Thank you On 7 Mar 2017 10:28 p.m., "Sebastian Raschka" wrote: > Hi, Loukas and Mahesh, > for LOOCV, you could e.g., use the LeaveOneOut class > > ``` > from sklearn.discriminant_analysis import LinearDiscriminantAnalysis > from sklearn.model_selection import LeaveOneOut > > loo =

Re: [scikit-learn] Linear Discriminant Analysis with Cross Validation in Python

2017-03-07 Thread Sebastian Raschka
Hi, Loukas and Mahesh, for LOOCV, you could e.g., use the LeaveOneOut class ``` from sklearn.discriminant_analysis import LinearDiscriminantAnalysis from sklearn.model_selection import LeaveOneOut loo = LeaveOneOut() lda = LinearDiscriminantAnalysis() test_fold_predictions = [] for train_index,

Re: [scikit-learn] Linear Discriminant Analysis with Cross Validation in Python

2017-03-07 Thread Serafeim Loukas
Dear Mahesh, Thank you for your response. I read the documentation however I did not find anything related to cross-validation (leave one out). Can you give me a hint? Thank you, S . Loukas Serafeim University of Geneva email: [email protected] 201

Re: [scikit-learn] Linear Discriminant Analysis with Cross Validation in Python

2017-03-07 Thread Mahesh Kulkarni
Yes. Please see following link: http://scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html On Tue, Mar 7, 2017 at 3:18 PM, Serafeim Loukas wrote: > Dear scikit members, > > > I would like to ask if there is any function that implements > Linea