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GENEAclassify
Latest version of GENEAclassify
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Install
install.packages('GENEAclassify')
Monthly Downloads
330
Version
1.5.3
License
GPL
Maintainer
Charles Sweetland
Last Published
September 25th, 2022
Functions in GENEAclassify (1.5.3)
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TrainingData
Example Training Data set
createGENEAmodel
Create training data decision tree model
classifyGENEA
Classify Data into Categories defined in an rpart GENEA fit
getGENEAsegments
import and segment one or more bin files.
abssumdiff
Finding the absolute sum of the differences
dataImport
Data import function
sod
Finding the sum of the differences
degrees
Extract rotation time series
find_peaks
Find_Peaks
changeTimes
Select Times as Segment Changepoints
features
Get features of a GENEA rpart fit
segmentation
Perform Segmentation on GENEActiv Accelerometer Data
updown
Extract data relating to the up/down component
inGroup
Which values are in a new group?
removeShortSegments
Remove Short Segments from Data
radians
Extract rotation time series in radians
meandiff
Finding the mean of the differences
levels.GENEA
Get levels of a GENEA rpart response
sddiff
Finding the standard deviation of the differences
stepCounter
Step Counter
trainingFit
Example classification tree
head.GENEAbin
Get features of a GENEActiv bin data object.
impact
impact function
summariseCols
Perform summary of vectors in the parent frame
sumdiff
Finding the sum of the differences
CirVar
CirVar function
GENEAclassify-package
Classification of accelorometer data
GENEAcount
Count Steps
GENEAratio
Principal Frequency Ratio
CirSD
CirSD function
CirSkew
CirSkew function
GENEAskew
Find average Amplitude of Steps
MeanDir
MeanDir function
CirDisp
CirDisp function
CirKurt
CirKurt function