Run
1845823

Run 1845823

Task 3057 (Supervised Classification) SPECTF Uploaded 09-12-2016 by Heidi Seibold
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Flow

mlr.classif.develpartykit.ctree(1)Please use the mlr add-on code https://github.com/HeidiSeibold/sandbox/blob/95fb76a6c6c645dc5915754b739f2c00b12df542/rstuff/openml_ctree.R and devel partykit package revision 1034: https://r-forge.r-project.org/scm/viewvc.php/pkg/devel/?root=partyki
mlr.classif.develpartykit.ctree(1)_teststatmaximum
mlr.classif.develpartykit.ctree(1)_splitstatmaximum
mlr.classif.develpartykit.ctree(1)_openml.seed1
mlr.classif.develpartykit.ctree(1)_openml.kindMersenne-Twister
mlr.classif.develpartykit.ctree(1)_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
0.6545
Per class
Cross-validation details (33% Holdout set)
F measure
0.7573
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3773
Cross-validation details (33% Holdout set)
KB relative information score
51.4736
Cross-validation details (33% Holdout set)
Mean absolute error
0.2087
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4035
Cross-validation details (33% Holdout set)
Number of instances
115
Per class
Cross-validation details (33% Holdout set)
Precision
0.8021
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7913
Cross-validation details (33% Holdout set)
Prior entropy
0.8464
Cross-validation details (33% Holdout set)
Recall
0.7913
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5172
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4525
Cross-validation details (33% Holdout set)
Root mean squared error
0.4568
Cross-validation details (33% Holdout set)
Root relative squared error
1.0095
Cross-validation details (33% Holdout set)