bt_estimate_squad: Perform estimation of squad classifier
In global-trade-alert/gtabastiat:

bt_estimate_squad

R Documentation

Perform estimation of squad classifier

Description

Perform estimation of squad classifier

Usage

bt_estimate_squad(
  detectives = NULL,
  squad.level = 0.7,
  train.share = 0.82,
  squad.model = "XGB",
  squad.robustness = 0,
  detective.log = "content/0 core/Classifier statistics & history.Rdata",
  squad.log = "content/0 core/Squad statistics & history.Rdata",
  estimation.data = "data/classifier/training data.Rdata",
  limit.classification = 50000
)

Arguments

`detectives`	the squad to be estimated
`squad.level`	min threshold for the squad score
`train.share`	train:test split ratio
`squad.model`	which model to use for the squad
`detective.log`	location of the log file
`squad.log`	location of the squad log file
`estimation.data`	the data to be used for testing
`limit.classification`	reduces the amount of rows of data to test to reduce comp load (my 4GB ram laptop tends to error above ~50k rows hence this being the default value)