OpenML
8353305

Run 8353305

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.trees286
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_sample.fraction0.522663823212497
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
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2219.5
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0849
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.0586
UserCPU time millis
136.46
UserCPU time millis testing
7.654
UserCPU time millis training
128.806