Run
572729

Run 572729

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 11-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(9)Learner classif.ctree from package(s) party.
classif.ctree(9)_openml.seed1
classif.ctree(9)_openml.kindMersenne-Twister
classif.ctree(9)_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
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7965
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
0.9542
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
1308.832
UserCPU time millis testing
466.998
UserCPU time millis training
841.834