banter (version 0.9.3)

getBanterModel: Extract Random Forest Model

Description

Extract BANTER event or detector Random Forest model.

Usage

getBanterModel(x, model = "event")

Arguments

x

a banter_model object.

model

name of model to extract. Default is "event" to summarize the event-level model. Can also be name of a detector.

Value

a randomForest model object.

Examples

# NOT RUN {
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
)
# run BANTER event model
bant.mdl <- runBanterModel(bant.mdl, ntree = 1000, sampsize = 1)

# extract the event randomForest model
library(randomForest)
event.rf <- getBanterModel(bant.mdl)
event.rf

# extract the burst pulse (bp) detector model
bp.rf <- getBanterModel(bant.mdl, "bp")
bp.rf

# }

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