Run
2369280

Run 2369280

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)_testtypeUnivariate
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
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7957
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2508.4695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0448
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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6102
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
109.675
UserCPU time millis testing
14.747
UserCPU time millis training
94.928