smplmark

OpenML-CC18: analcatdata_authorship

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

Community results for the analcatdata_authorship classification task from OpenML-CC18, OpenML's curated suite of 72 classification tasks (www.openml.org/t/3549). 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 (19)

  • classif.sda(7)
  • sklearn.pipeline.Pipeline(columntransformer=sklearn.compose._column_transformer.ColumnTransformer(numeric=sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,standardscaler=skl…
  • sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold…
  • sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold…
  • sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)
  • sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
  • sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression…
  • sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression…
  • sklearn.svm.classes.SVC(32)
  • weka.A1DE(28)
  • weka.A1DE(4)
  • weka.A2DE(2)
  • weka.A2DE(3)
  • weka.A2DE(5)
  • weka.Bagging_MultilayerPerceptron(2)
  • weka.FilteredClassifier_MultiSearch_MultilayerPerceptron(1)
  • weka.MultiBoostAB_MultilayerPerceptron(2)
  • weka.MultilayerPerceptron(4)
  • weka.SMO_NormalizedPolyKernel(1)

Published by OpenML.