Roman Rosipal

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Data Software Data 13 benchmark data sets of two-class classification. The results and parameters used by KPLS-SVC in the ICML'03 paper can be found here. Mackey-Glass time series I used in my experiments (I downloaded the data from CMU Learning Benchmark Archive): Mackey-Glass.tar.gz(27kB) Polymer pilot plant data (I downloaded the data from Database of U. of Pennsylvania, Lyle H. Ungar): polymer.tar.gz(4kB) Near-infra-red spectra of corn samples (I downloaded the data from Eigenvector Research, Inc. ). The corn data and (artificial) outputs as generated in JMLR paper: corn.tar.gz(1.6MB) Software Matlab-code: Kernel-based regression - kernel PLS, kernel SIMPLS, kernel PCR, kernel RR, EM kernel PCA: send me an e-mail to firstname.lastname@meduniwien.ac.at C-code: Approximate entropy, Conditional and Corrected conditional entropy, and Coarse-grained entropy rates for characterization of complex time-series: entropy_rates.tar.gz(173kB)