OpenML
8657982

Run 8657982

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 17-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees165
mlr.classif.ranger(16)_mtry496
mlr.classif.ranger(16)_min.node.size7
mlr.classif.ranger(16)_sample.fraction0.431961012701504
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2601.1922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0452
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
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4225
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.1847
UserCPU time millis
210.071
UserCPU time millis testing
0.951
UserCPU time millis training
209.12