BIOSIG/T400 contains classifiers.
TRAIN_SC train classifier
TEST_SC test classifier
CLASSIFY to classify samples into categories
XVAL cross-validation procedure
UNTRAIN_SC decremental training of classifier (depre
FC0 generates classifier from "asychronous" data
FINDCLASSIFIER generates BCI classifier [1-3]
obsolete:
FINDCLASSIFIER1 generate classifier for a BCI [1,2]
FINDCLASSIFIER2 2nd generation classifier for BCI [2,3]
helper function%
PERM permutations of indices in trials
TRAIN_LDA_SPARSE sparse LDA classifier
see also: NaN/COVM,
REFERENCES:
[1] Schl�l A, Neuper C, Pfurtscheller G
Estimating the mutual information of an EEG-based Brain-Computer-Interface
Biomedizinische Technik 47(1-2): 3-8, 2002.
[2] Schl�l A, Keinrath C, Scherer R, Pfurtscheller G,
Information transfer of an EEG-based Bran-computer interface.
Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering, Capri, Italy, Mar 20-22, 2003
[3] Schl�l A, Lee FY, Bischof H, Pfurtscheller G
Characterization of Four-Class Motor Imagery EEG Data for the BCI-Competition 2005.
Journal of neural engineering 2 (2005) 4, S. L14-L22
[4] Schl�l A, Kronegg J, Huggins JE, Mason SG;
Evaluation criteria in BCI research.
(Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R.M�ler;
Towards Brain-Computer Interfacing, MIT press (accepted)
[5] Schl�l A, Brunner C, Scherer R, Glatz A
BioSig - an open source software library for BCI research.
(Eds.) G. Dornhege, J.R. Millan, T. Hinterberger, D.J. McFarland, K.-R. M�ler;
Towards Brain-Computer Interfacing, MIT Press, 2007, p.347-358.
[6] Schl�l A., Brunner C.
BioSig: A Free and Open Source Software Library for BCI Research,
Computer, vol. 41, no. 10, pp. 44-50, October, 2008.
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Copyright (c) 1997-2005,2006,2008 by Alois Schloegl
This is part of the BIOSIG-toolbox http://biosig.sf.net/