OpenML
8031048

Run 8031048

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1186
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size571
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.992590865725651
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(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.

21 Evaluation measures

Area under ROC curve
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1872.1978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1212
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
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9402
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2058
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1840.2451
UserCPU time millis
39.47
UserCPU time millis testing
2.681
UserCPU time millis training
36.789