Package: banter 0.9.81

Eric Archer

banter: BioAcoustic eveNT classifiER

Create a hierarchical acoustic event species classifier out of multiple call type detectors as described in Rankin et al (2017) <doi:10.1111/mms.12381>.

Authors:Eric Archer [aut, cre], Shannon Rankin [aut]

banter_0.9.81.tar.gz
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banter_0.9.81.tgz(r-4.6-any)banter_0.9.81.tgz(r-4.5-any)
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banter_0.9.81.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
banter/json (API)

# Install 'banter' in R:

install.packages('banter', repos = c('https://swfsc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/swfsc/banter/issues

Datasets:

test.data - Testing events and detectors
train.data - Training events and detectors

On CRAN:

acoustics bioacoustics cetaceans classification dolphins machine-learning noaa random-forest species-identification supervised-learning supervised-machine-learning whales

4.50 score 9 stars 35 scripts 368 downloads 17 exports 58 dependencies

Last updated from:b3eae7ff36. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	170
source / vignettes	OK	229
linux-release	OK	164
macos-release	OK	118
macos-oldrel	OK	98
windows-devel	OK	94
windows-release	OK	81
windows-oldrel	OK	76
wasm-release	OK	127

Exports:addBanterDetector banterGuide getBanterModel getBanterModelData getDetectorNames getSampSize initBanterModel modelPctCorrect numCalls numEvents plotDetectorTrace predict propCalls removeBanterDetector runBanterModel subsampleDetections summary

Dependencies:abind class classInt cli cpp11 DBI deldir dplyr e1071 farver generics ggplot2 ggrepel glue gridExtra gtable HDInterval igraph isoband KernSmooth kknn labeling lattice lifecycle magrittr Matrix pillar pkgconfig polyclip pROC proxy purrr R6 randomForest RColorBrewer Rcpp rfPermute rlang s2 S7 scales sf spatstat.data spatstat.geom spatstat.univar spatstat.utils stringi stringr swfscMisc tibble tidyr tidyselect units utf8 vctrs viridisLite withr wk

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
BioAcoustic EveNT ClassifiER	banter-package banter
Add a BANTER Detector Model	addBanterDetector removeBanterDetector
BANTER Guide	banterGuide
Extract Random Forest Model	getBanterModel
Extract Random Forest Model Data	getBanterModelData
Detector Names	getDetectorNames
Sample Size	getSampSize
Initialize BANTER model	initBanterModel
Model Percent Correct	modelPctCorrect
Number and Proportion of Calls	numCalls propCalls
Number of Events	numEvents
Plot BANTER Detector Traces	plotDetectorTrace
Predict BANTER events	predict predict,banter_model-method predict.banter_model
Run BANTER Model	runBanterModel
Subsample Detections	subsampleDetections
BANTER Classifier Model Summary	summary summary,banter_model-method summary.banter_model
Testing events and detectors	test.data
Training events and detectors	train.data