Run
1816278

Run 1816278

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

mlr.classif.ctree(9)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(9)_openml.seed1
mlr.classif.ctree(9)_openml.kindMersenne-Twister
mlr.classif.ctree(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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.3608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1197
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
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7211
Cross-validation details (10-fold Crossvalidation)