CSAMiningProcess {STMotif}

CSAMiningProcess

Description

CSA Datamining Process

Usage

CSAMiningProcess(D, DS, w, a, sb, tb, si, ka)

Arguments

D

Dataset containing numeric values

DS

Dataset containing SAX encoded values

w

Word Size

a

Number of letters to do the encode

sb

Spatial block size

tb

Temporal block size

si

Minimum number of occurrences inside each block

ka

Minimum number of spatial-time series with occurrences inside each block

Value

Return a list of ranked motifs. Each motif contains the information [isaxcode, recmatrix, vectst, rank], as described:

isaxcode: Motif sequences in character format

recmatrix: Matrix giving as information the blocks containing this motif

vectst: Coordinate of the start positions of the motif in the original dataset

rank: L of information used for motif ranking, as [dist, word, qtd, proj]

Examples

#CSA Datamining process
D  <- STMotif::example_dataset
DS <- NormSAX(STMotif::example_dataset,5)
rmotif <- CSAMiningProcess(D,DS,4,5,4,10,2,2)