PerformanceEva: Title Performance evaluation of single machine learning...

In yujijun/neoantigenML: Machine Learning Methods for Neoantigen Filtering

Title Performance evaluation of single machine learning model.

Description

Title Performance evaluation of single machine learning model.

Usage

PerformanceEva(
  task,
  learner,
  resamplemethod = rsmp("cv", folds = 3),
  bmr_small
)

Arguments

task	A task object created by mlr3
resamplemethod	A resample object created by mlr3
bmr_small	A single benchmark object such as bmr_small = bmr$clone()$filter(task_id = tasks1)
leaner	A learner object created by mlr3

Value

A list with all performance results.

Examples

data("Sonar", package = "mlbench")
task = as_task_classif(Sonar, target = "Class", positive = "M")
learner = lrn("classif.rpart", predict_type = "prob")
PerformanceEva(task = task,learner = learner)

yujijun/neoantigenML documentation built on March 20, 2022, 11:59 p.m.