Run
2369279

Run 2369279

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 01-06-2017 by Stefan Coors
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Flow

mlr.classif.ctree(13)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(13)_stumpTRUE
mlr.classif.ctree(13)_openml.seed1
mlr.classif.ctree(13)_openml.kindMersenne-Twister
mlr.classif.ctree(13)_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.

20 Evaluation measures

Area under ROC curve
0.7027
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1772.4776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8542
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
107.798
UserCPU time millis testing
15.522
UserCPU time millis training
92.276