Run
1851856

Run 1851856

Task 3913 (Supervised Classification) kc2 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.evtree.preproc(2)Learner mlr.classif.evtree.preproc from package(s) evtree.
mlr.classif.evtree.preproc(2)_openml.seed1
mlr.classif.evtree.preproc(2)_openml.kindMersenne-Twister
mlr.classif.evtree.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
0.7387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.2658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9055
Cross-validation details (10-fold Crossvalidation)