OpenML
8355945

Run 8355945

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-10-2017 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.trees1087
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.404236883088015
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2283.0579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0785
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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.9212
UserCPU time millis
478.027
UserCPU time millis testing
19.279
UserCPU time millis training
458.748