Run
1851280

Run 1851280

Task 23 (Supervised Classification) cmc Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree.preproc(2)Learner mlr.classif.ctree.preproc from package(s) party.
mlr.classif.ctree.preproc(2)_openml.seed1
mlr.classif.ctree.preproc(2)_openml.kindMersenne-Twister
mlr.classif.ctree.preproc(2)_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
0.7121
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
328.4273
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9283
Cross-validation details (10-fold Crossvalidation)