Knowledge Discovery by Accuracy Maximization


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Documentation for package ‘KODAMA’ version 1.4

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core_cpp Maximization of Cross-Validateed Accuracy Methods
dinisurface Ulisse Dini Data Set Generator
floyd Find Shortest Paths Between All Nodes in a Graph
helicoid Helicoid Data Set Generator
k.test K-Test of Statistical Association
knn.double.cv Cross-Validation with k-Nearest Neighbors algorithm.
knn.kodama k-Nearest Neighbors Classifier.
KODAMA Knowledge Discovery by Accuracy Maximization
loads Variable Ranking
lymphoma Lymphoma Gene Expression Dataset
mcplot Evaluation of the Monte Carlo accuracy results
MetRef Nuclear Magnetic Resonance Spectra of Urine Samples
normalization Normalization methods
pls.double.cv Cross-Validation with PLS-DA.
pls.kodama Partial Least Squares regression.
scaling Scaling methods
spirals Spirals Data Set Generator
swissroll Swiss Roll Data Set Generator
transformy Conversion Classification Vector to Matrix
USA State of the Union Data Set