Run
8454741

Run 8454741

Task 6566 (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.trees1392
mlr.classif.ranger(13)_mtry27
mlr.classif.ranger(13)_min.node.size932
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.349180742283352
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
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1734.0813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1317
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
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.5385
UserCPU time millis
190.724
UserCPU time millis testing
7.8
UserCPU time millis training
182.924