Run
8575922

Run 8575922

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 27-11-2017 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.trees1886
mlr.classif.ranger(9)_mtry899
mlr.classif.ranger(9)_min.node.size166
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.169939465075731
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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2269.8661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0702
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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.18
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.7862
UserCPU time millis
1203.421
UserCPU time millis testing
2.248
UserCPU time millis training
1201.173