Run
1851961

Run 1851961

Task 9946 (Supervised Classification) wdbc Uploaded 12-03-2017 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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
463.0095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0906
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4789
Cross-validation details (10-fold Crossvalidation)