OpenML
8355795

Run 8355795

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees525
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size19
mlr.classif.ranger(13)_sample.fraction0.956204574368894
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(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.

21 Evaluation measures

Area under ROC curve
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2280.1658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0781
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
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.9766
UserCPU time millis
359.625
UserCPU time millis testing
11.641
UserCPU time millis training
347.984