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GENEAclassify
Latest version of GENEAclassify
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1.5.5
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Install
install.packages('GENEAclassify')
Monthly Downloads
330
Version
1.5.5
License
GPL
Maintainer
Jia Ying Chua
Last Published
February 19th, 2024
Functions in GENEAclassify (1.5.5)
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head.GENEAbin
Get features of a GENEActiv bin data object.
getGENEAsegments
import and segment one or more bin files.
features
Get features of a GENEA rpart fit
sddiff
Finding the standard deviation of the differences
removeShortSegments
Remove Short Segments from Data
stepCounter
Step Counter
classifyGENEA
Classify Data into Categories defined in an rpart GENEA fit
levels.GENEA
Get levels of a GENEA rpart response
inGroup
Which values are in a new group?
sumdiff
Finding the sum of the differences
segmentation
Perform Segmentation on GENEActiv Accelerometer Data
sod
Finding the sum of the differences
meandiff
Finding the mean of the differences
updown
Extract data relating to the up/down component
radians
Extract rotation time series in radians
impact
impact function
trainingFit
Example classification tree
summariseCols
Perform summary of vectors in the parent frame
GENEAskew
Skewness, a measure of centredness
CirSD
CirSD function
CirSkew
CirSkew function
GENEAcount
Count Steps
CirVar
CirVar function
CirDisp
CirDisp function
GENEAclassify-package
Classification of accelorometer data
CirKurt
CirKurt function
MeanDir
MeanDir function
TrainingData
Example Training Data set
createGENEAmodel
Create training data decision tree model
degrees
Extract rotation time series
abssumdiff
Finding the absolute sum of the differences
find_peaks
Find_Peaks
dataImport
Data import function
GENEAratio
Principal Frequency Ratio
changeTimes
Select Times as Segment Changepoints