mi_tune_xgb: Tune the Xgboost model by hyperband.

In MantaID: A Machine-Learning Based Tool to Automate the Identification of Biological Database IDs

Tune the Xgboost model by hyperband.

Description

Tune the Xgboost model by hyperband.

Usage

mi_tune_xgb(
  data,
  resampling = rsmp("cv", folds = 5),
  measure = msr("classif.acc"),
  eta = 3
)

Arguments

data	A tibble.All are numeric except the first column is a factor.
resampling	R6/Resampling.
measure	Model evaluation method.Use mlr_measures and msr() to view and choose metrics.
eta	The percent parameter configurations discarded.

Value

A list of tuning instance and stage plot.

MantaID documentation built on Sept. 11, 2024, 6 p.m.