Run
1816250

Run 1816250

Task 39 (Supervised Classification) sonar Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.bagged(9)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(9)_bw.iters50
mlr.classif.rpart.bagged(9)_xval0
mlr.classif.rpart.bagged(9)_openml.seed1
mlr.classif.rpart.bagged(9)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(9)_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
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.3944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9427
Cross-validation details (10-fold Crossvalidation)