Run
1811135

Run 1811135

Task 3019 (Supervised Classification) Australian Uploaded 07-08-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree.bagged(4)Learner mlr.classif.ctree.bagged from package(s) party.
mlr.classif.ctree.bagged(4)_bw.iters100
mlr.classif.ctree.bagged(4)_openml.seed1
mlr.classif.ctree.bagged(4)_openml.kindMersenne-Twister
mlr.classif.ctree.bagged(4)_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
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
496.6159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7467
Cross-validation details (10-fold Crossvalidation)