Run
1816266

Run 1816266

Task 57 (Supervised Classification) ionosphere Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(21)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(21)_xval0
mlr.classif.rpart(21)_openml.seed1
mlr.classif.rpart(21)_openml.kindMersenne-Twister
mlr.classif.rpart(21)_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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.6288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1396
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
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7789
Cross-validation details (10-fold Crossvalidation)