Knowledge Discovery by Accuracy Maximization

Documentation for package ‘KODAMA’ version 1.4

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