LearnerClassifTSClassification: Time Series Classification Learner

In compstat-lmu/TSClassification: Interface to various time series classifiers from the "The Great Time Series Classification Bake Off"

Description

This class interfaces Time-Series Classification Bake-off classifiers Calls tsclassification::TSClassifier() from package tsclassification.

Format

R6::R6Class() inheriting from mlr3::LearnerClassif.

Construction

LearnerClassifTSClassification$new()
mlr3::mlr_learners$get("classif.tsclassification")
mlr3::lrn("classif.tsclassification")

References

Bagnall et al., 2018, The great time-series classification bakeoff

Examples

## Not run: 
  library(mlr3)
  tsk = mlr_tasks$get("iris")
  lrn = LearnerClassifTSClassification$new()
  # Train the classifier
  lrn$train(tsk)
  # Predict again
  lrn$predict(tsk)

## End(Not run)

compstat-lmu/TSClassification documentation built on Nov. 18, 2019, 6:56 a.m.