Run
8457536

Run 8457536

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees531
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size443
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.820118430885486
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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
735.7364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2084
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
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.7218
UserCPU time millis
55.845
UserCPU time millis testing
5.323
UserCPU time millis training
50.522