Run
8190741

Run 8190741

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees811
mlr.classif.ranger(9)_mtry116
mlr.classif.ranger(9)_min.node.size2000
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.713443965697661
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
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1312.1646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1635
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
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7331
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.709
UserCPU time millis
24.387
UserCPU time millis testing
0.952
UserCPU time millis training
23.435