Run
8246962

Run 8246962

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 25-10-2017 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.trees34
mlr.classif.ranger(9)_mtry403
mlr.classif.ranger(9)_min.node.size1385
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.521751073980704
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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1845.2182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1151
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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1820.1037
UserCPU time millis
7.259
UserCPU time millis testing
0.561
UserCPU time millis training
6.698