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". |