Online Principal Component Regression for Online Datasets


[Up] [Top]

Documentation for package ‘OPCreg’ version 3.0.0

Help Pages

concrete Concrete Slump Test Data
IPC The incremental principal component method can handle online data sets.
IPCR Incremental Principal Component Regression for Online Datasets
PCR Principal Component Regression (PCR)
PPC The perturbation principal component method can handle online data sets.
PPCR Perturbation-based Principal Component Regression
protein Protein Secondary Structure Data
SAPC The stochastic approximate component method can handle online data sets.
SPCR The stochastic principal component method can handle online data sets.
spcrl The stochastic principal component regression with varying learning-rate can handle online data sets.
yacht_hydrodynamics Yacht Hydrodynamics Data