An implementation of the Kernel-based Orthogonal Projections to Latent Structures (K-OPLS) method for MATLAB and R. The supplied functionality includes e.g. cross-validation, model diagnostics and plot tools.
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K-OPLS for R 1.0.3 file released: kopls_1.0.3.zip
The current release improves the documentation for the package installation and includes a PDF manual. More comprehensive documentation for all functions, including the demo data set, is also supplied.
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K-OPLS for R 1.0.3 file released: kopls_1.0.3.tar.gz
The current release improves the documentation for the package installation and includes a PDF manual. More comprehensive documentation for all functions, including the demo data set, is also supplied.
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K-OPLS for MATLAB 1.0.3 file released: kopls_MATLAB_1.0.3.zip
The current release improves the documentation for the package installation and includes a PDF manual. More comprehensive documentation for all functions, including the demo data set, is also supplied.
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File released: /K-OPLS for R/1.0.3/kopls_1.0.3.zip
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File released: /K-OPLS for R/1.0.3/kopls_1.0.3.tar.gz
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File released: /K-OPLS for MATLAB/1.0.3/kopls_MATLAB_1.0.3.zip
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K-OPLS for R 1.0.2 file released: kopls_1.0.2.zip
*Bugfix for koplsSensSpec.R and koplsDummy.R for the case where all predictions end up in one class. *koplsPlotSensSpec.R now plots the sens./spec. over all cross-validation rounds, not only for the final model as previously. *koplsCV.R now has a flag to run in 'silent mode' without output of the progress. *Update of the documention for the package with correct reference to the K-OPLS paper. *An additional sens/spec plot added to the demo.
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K-OPLS for R 1.0.2 file released: kopls_1.0.2.tar.gz
*Bugfix for koplsSensSpec.R and koplsDummy.R for the case where all predictions end up in one class. *koplsPlotSensSpec.R now plots the sens./spec. over all cross-validation rounds, not only for the final model as previously. *koplsCV.R now has a flag to run in 'silent mode' without output of the progress. *Update of the documention for the package with correct reference to the K-OPLS paper. *An additional sens/spec plot added to the demo.
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K-OPLS for MATLAB 1.0.2 file released: kopls_MATLAB_1.0.2.zip
*koplsPlotSensSpec.m now plots the sens./spec. over all cross-validation rounds, not only for the final model as previously. *koplsCV.m now has a flag to run in 'silent mode' without output of the progress. *An additional sens/spec plot added to the demo.
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File released: /K-OPLS for R/1.0.2/kopls_1.0.2.zip
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