Run
8872342

Run 8872342

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 05-03-2018 by Raphaël Couronné
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Flow

mlr.classif.ctree(17)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(17)_testtypeUnivariate
mlr.classif.ctree(17)_openml.seed1
mlr.classif.ctree(17)_openml.kindMersenne-Twister
mlr.classif.ctree(17)_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
0.5182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11137.0521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1663
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
0.7943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0898
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.141
UserCPU time millis testing
0.109
UserCPU time millis training
7.032