Run
8656631

Run 8656631

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.trees535
mlr.classif.ranger(15)_mtry358
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.106299078394659
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2444.88
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0597
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
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1558.1207
UserCPU time millis
126.68
UserCPU time millis testing
0.77
UserCPU time millis training
125.91