Run
8656894

Run 8656894

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.trees1327
mlr.classif.ranger(15)_mtry1070
mlr.classif.ranger(15)_min.node.size61
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.42142863064073
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
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2443.7442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0539
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1510.3792
UserCPU time millis
3198.99
UserCPU time millis testing
2
UserCPU time millis training
3196.99