Run
8355831

Run 8355831

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1159
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size384
mlr.classif.ranger(13)_sample.fraction0.623131673922762
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8519
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2201.8988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0841
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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9674
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9674
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.765
UserCPU time millis
648.456
UserCPU time millis testing
17.907
UserCPU time millis training
630.549