Classification AdaBoostM1 Learner
mlr_learners_classif.AdaBoostM1.RdCalls RWeka::AdaBoostM1 from package RWeka.
Dictionary
This Learner can be instantiated via the
dictionary mlr_learners or with the associated
sugar function lrn():
mlr_learners$get("classif.AdaBoostM1")
lrn("classif.AdaBoostM1")Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “numeric”, “factor”, “ordered”
Required Packages: mlr3extralearners, RWeka
Parameters
| Id | Type | Default | Levels | Range |
| subset | list | - | \((-\infty, \infty)\) | |
| na.action | list | - | \((-\infty, \infty)\) | |
| P | integer | 100 | \([90, 100]\) | |
| Q | logical | FALSE | TRUE, FALSE | \((-\infty, \infty)\) |
| S | integer | 1 | \([1, \infty)\) | |
| I | integer | 10 | \([1, \infty)\) | |
| W | list | weka.classifiers.trees.DecisionStump | \((-\infty, \infty)\) | |
| output_debug_info | logical | FALSE | TRUE, FALSE | \((-\infty, \infty)\) |
| do_not_check_capabilities | logical | FALSE | TRUE, FALSE | \((-\infty, \infty)\) |
| num_decimal_places | integer | 2 | \([1, \infty)\) | |
| batch_size | integer | 100 | \([1, \infty)\) | |
| options | list | NULL | \((-\infty, \infty)\) |
Custom mlr3 defaults
output_debug_info:original id: output-debug-info
do_not_check_capabilities:original id: do-not-check-capabilities
num_decimal_places:original id: num-decimal-places
batch_size:original id: batch-size
Reason for change: This learner contains changed ids of the following control arguments since their ids contain irregular pattern
References
Freund Y, Schapire, R (1993). Experiments with a New Boosting Algorithm http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.51.6252&rep=rep1&type=pdf
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifAdaBoostM1