Run
7987445

Run 7987445

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 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.trees637
mlr.classif.ranger(9)_mtry525
mlr.classif.ranger(9)_min.node.size716
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.267443441506475
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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1794.36
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1192
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
0.9359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.287
UserCPU time millis
58.94
UserCPU time millis testing
0.813
UserCPU time millis training
58.127