Run
1851617

Run 1851617

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.cforest.preproc(3)Learner mlr.classif.cforest.preproc from package(s) party.
mlr.classif.cforest.preproc(3)_openml.seed1
mlr.classif.cforest.preproc(3)_openml.kindMersenne-Twister
mlr.classif.cforest.preproc(3)_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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.2404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8136
Cross-validation details (10-fold Crossvalidation)