PatientLevelPrediction (version 3.0.0)

setAdaBoost: Create setting for AdaBoost with python

Description

Create setting for AdaBoost with python

Usage

setAdaBoost(nEstimators = 50, learningRate = 1, seed = NULL)

Arguments

nEstimators

The maximum number of estimators at which boosting is terminated

learningRate

Learning rate shrinks the contribution of each classifier by learningRate. There is a trade-off between learningRate and nEstimators .

seed

A seed for the model

Examples

# NOT RUN {
model.adaBoost <- setAdaBoost(size = 4, alpha = 1e-05, seed = NULL)
# }