flightcallr: Classify Night Flight Calls Based on Acoustic Measurements

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flightcallr uses the seewave package to generate acoustic measurements ("features") of sounds, and then trains and uses random forest models to make predictions based on these features. Accuracy can be constrained via cross-validation. Convenience functions for reading and writing Raven selection tables are included.

Author
Jesse C. Ross
Date of publication
2013-09-06 18:03:23
Maintainer
Jesse C. Ross <jross@cornell.edu>
License
GPL-3
Version
0.04

View on R-Forge

Man pages

assess.doneness
assess doneness
bandlimit.spectrum
bandlimit spectrum
calculate.operating.parameters
calculate operating parameters
combined.sparrow.model
A Random Forest model for high-band detections.
combined.thrush.model
A Random Forest model for low-band detections.
danby
Sample NFC Detections
flightcallr-package
Classify Night Flight Calls Based on Acoustic Measurements
generate.forest.predictions
generate forest predictions
generate.seewave.measures
generate seewave measures
nfold.xval
nfold xval
read.selection.table
read selection table
rejigger.perf
rejigger perf
save.selection.table
save selection table
seewave.measures
List of seewave measurements returned by...
splitdf
splitdf

Files in this package

flightcallr/DESCRIPTION
flightcallr/NAMESPACE
flightcallr/R
flightcallr/R/assess.doneness.R
flightcallr/R/bandlimit_spectrum.R
flightcallr/R/calculate.operating.parameters.R
flightcallr/R/generate.forest.predictions.R
flightcallr/R/generate.seewave.measures.R
flightcallr/R/nfold.xval.R
flightcallr/R/read.selection.table.R
flightcallr/R/rejigger.perf.R
flightcallr/R/save.selection.table.R
flightcallr/R/splitdf.R
flightcallr/data
flightcallr/data/combined.sparrow.model.rda
flightcallr/data/combined.thrush.model.rda
flightcallr/data/danby.rda
flightcallr/data/datalist
flightcallr/data/seewave.measures.rda
flightcallr/man
flightcallr/man/assess.doneness.Rd
flightcallr/man/bandlimit.spectrum.Rd
flightcallr/man/calculate.operating.parameters.Rd
flightcallr/man/combined.sparrow.model.Rd
flightcallr/man/combined.thrush.model.Rd
flightcallr/man/danby.Rd
flightcallr/man/flightcallr-package.Rd
flightcallr/man/generate.forest.predictions.Rd
flightcallr/man/generate.seewave.measures.Rd
flightcallr/man/nfold.xval.Rd
flightcallr/man/read.selection.table.Rd
flightcallr/man/rejigger.perf.Rd
flightcallr/man/save.selection.table.Rd
flightcallr/man/seewave.measures.Rd
flightcallr/man/splitdf.Rd