spca-package |
Utilities for computing Sparse Principal Components with the LS SPCA method. |
anthrop |
Anthropometric measures of criminals |
bsbl |
Baseball hitters career and 1986 season total statistics |
bsbl_avg |
Baseball hitters career and 1986 season average statistics |
bsbl_labels |
Baseball hitters statistics labels reference table |
choosecard |
Function for choosing the cardinality of the sparse components |
compare |
Compares two or more spca solutions |
compare.spca |
Compares two or more spca solutions |
is.spca |
Verifies if an object is of class spca |
pca |
Computes principal components solutions |
plot.spca |
Plots loadings and variance explained for an spca object |
print.spca |
Prints the sparse loadings from an spca object |
showload |
Shows the sparse loadings |
spca |
Computes sparse principal components solutions |
spcabb |
SPCA by Branch-and-Bound |
spcabe |
SPCA by Backward Elimination algorithm |
summary.spca |
Prints summaries from an spca object |