Run
8445629

Run 8445629

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 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.trees399
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size93
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.369006952806376
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2227.1622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0825
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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4864
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.0214
UserCPU time millis
196.417
UserCPU time millis testing
8.257
UserCPU time millis training
188.16