Run
523654

Run 523654

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5203
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.0917
Cross-validation details (10-fold Crossvalidation)
F measure
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11050.3444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1668
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0915
Cross-validation details (10-fold Crossvalidation)
Total cost
642830
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.399
UserCPU time millis testing
0.35
UserCPU time millis training
7.049