Time Series Analysis Library

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Documentation for package ‘TSEAL’ version 0.1.3

• DESCRIPTION file.

Help Pages

availableFeatures	availableFeatures
availableFilters	availableFilters
chooseLevel	Select the DWT level of decomposition based on wavelet filter, data series length and a user choice
classify	Classifies observations based on a pretrained model.
classify.array	Classifies observations based on a pretrained model.
classify.MultiWaveAnalysis	Classifies observations based on a pretrained model.
extractSubset	Extract observations from a MultiWaveAnalysis
generateStepDiscrim	Generate StepDiscrim from raw data
KFCV	K-Fold Cross Validation (KFCV)
KFCV.array	Generates and validates a discriminant model generated directly from the data.
KFCV.MultiWaveAnalysis	KFCV
LOOCV	Leave-One-Out Cross Validation
LOOCV.array	Generates and validates a discriminant model generated directly from the data.
LOOCV.MultiWaveAnalysis	LOOCV
MultiWaveAnalysis	Generate a MultiWave analysis
SameDiscrim	Allows to select the same variables for a given StepDiscrim
StepDiscrim	Select the most discriminating variables
StepDiscrimV	Select the most discriminating variables
testFilters	testFilters
testModel	Computes a classification from a pretrained discriminant
trainModel	Generate a Discriminant Model
trainModel.array	Generates a discriminant model from training data.
trainModel.MultiWaveAnalysis	Generates a discriminant model from an already generated "MultiWaveAnalysis".