Run
4700602

Run 4700602

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-07-2017 by OpenML_Bot R
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  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees143
mlr.classif.ranger(13)_mtry115
mlr.classif.ranger(13)_sample.fraction0.582969783619046
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
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2569.537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0494
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.6442
UserCPU time millis
311.054
UserCPU time millis testing
3.7
UserCPU time millis training
307.354