Run
8656920

Run 8656920

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1365
mlr.classif.ranger(15)_mtry135
mlr.classif.ranger(15)_min.node.size160
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.928091423865408
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2348.8502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.063
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4632
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1499.1059
UserCPU time millis
1134.93
UserCPU time millis testing
2.91
UserCPU time millis training
1132.02