smplmark

OpenML-CC18: pc1

Best predictive accuracy per machine-learning flow on the pc1 classification task from the OpenML-CC18 suite.

Community results for the pc1 classification task from OpenML-CC18, OpenML's curated suite of 72 classification tasks (www.openml.org/t/3918). Each target is a flow — a specific algorithm or pipeline — shown with the best predictive accuracy recorded for it on this task in OpenML's public evaluation listing, under the task's fixed estimation procedure.

Metrics

  • predictive_accuracy

Targets (10)

  • mlr.classif.ranger(13)
  • mlr.classif.ranger(15)
  • mlr.classif.ranger(16)
  • mlr.classif.ranger(7)
  • mlr.classif.ranger(9)
  • mlr.classif.svm(6)
  • mlr.classif.svm(7)
  • mlr.classif.xgboost(9)
  • sklearn.pipeline.Pipeline(imputation=hyperimp.utils.preprocessing.ConditionalImputer2,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,varienceth…
  • sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)

Published by OpenML.