banter (version 0.9.6)

plotDetectorTrace: Plot BANTER Detector Traces

Description

Plot traces of OOB error rates for detector Random Forest models.

Usage

plotDetectorTrace(x, detector = NULL)

Arguments

x

a banter_model object.

detector

names of models to plot. If set to NULL, traces for all models will be shown.

Author

Eric Archer

References

Rankin, S. , Archer, F. , Keating, J. L., Oswald, J. N., Oswald, M. , Curtis, A. and Barlow, J. (2017), Acoustic classification of dolphins in the California Current using whistles, echolocation clicks, and burst pulses. Marine Mammal Science 33:520-540. doi:10.1111/mms.12381

See Also

plotTrace

Examples

data(train.data)
# initialize BANTER model with event data
bant.mdl <- initBanterModel(train.data$events)
# add all detector models
bant.mdl <- addBanterDetector(
  bant.mdl, train.data$detectors, 
  ntree = 50, sampsize = 1, num.cores = 1
)

plotDetectorTrace(bant.mdl)