Run
1815855

Run 1815855

Task 57 (Supervised Classification) ionosphere Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(3)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(3)_bw.iters50
mlr.classif.rpart.bagged(3)_xval0
mlr.classif.rpart.bagged(3)_openml.seed1
mlr.classif.rpart.bagged(3)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(3)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
267.5979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6768
Cross-validation details (10-fold Crossvalidation)