Data Mining Methods for Data Streams


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Documentation for package ‘factas’ version 2.3

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CA function performing a Correspondence Analysis on a given data table or on (simulated) data streams.
CA_iter performs a (iterative) Correpondence Analysis on a given data table.
CCA function performing a Canonical Correlation Analysis on a given data table or on (simulated) data streams.
CCA_iter performs a (iterative) CCA on a given data table.
CDA function performing a Canonical Discriminant Analysis on a given data table or on (simulated) data streams.
CDA_iter performs a (iterative) CDA on a given data table.
decath data frame with decathlon results
factas function usefull to perform fast data-mining, especially for high-dimensional and on-line data (Big Data).
GCCA function performing a Generalized Canonical Correlation Analysis on a given data table or on (simulated) data streams.
GCCA_iter performs a (iterative) GCCA on a given data table.
MCA function performing a Multiple Correspondence Analysis on a given data table or on (simulated) data streams.
MCA_iter performs a (iterative) MCA on a given data table.
MFA function performing a Multiple Factor Analysis in the sense of Escofier-Pages on a given data table or on (simulated) data streams.
MFA_iter performs a (iterative) MFA on a given data table.
norm computes the norm of a matrix in the Hilbert-Schmidt sense
orth_Gram_Schmidt Gram-Schmidt orthogonalization
orth_Gram_Schmidt_metrique_diag Gram-Schmidt orthogonalization when the metric is diagonal
orth_norm_Gram_Schmidt Gram-Schmidt orthonormalization
orth_norm_Gram_Schmidt_metrique_diag Gram-Schmidt orthonormalization when the metric is diagonal
PCA function performing a normalized principal components analysis on a given data table or on (simulated) data streams.
PCA_iter performs a normed (iterative) PCA on a given data table.
preprocess_CA preprocessing for Correpondence Analysis
preprocess_CDA preprocessing for Canonical Discriminant Analysis
preprocess_MCA preprocessing for Multiple Correpondence Analysis
psy Psychological data
vins_de_loire Wine from Loire
wolves Study on skull wolves