Time Series Analysis Library

Documentation for package ‘TSEAL’ version 0.1.2

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.WaveAnalysis	Classifies observations based on a pretrained model.
extractSubset	Extract observations from a WaveAnalysis
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.WaveAnalysis	KFCV
LOOCV	Leave-One-Out Cross Validation
LOOCV.array	Generates and validates a discriminant model generated directly from the data.
LOOCV.WaveAnalysis	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.WaveAnalysis	Generates a discriminant model from an already generated "WaveAnalysis".