Run
8198025

Run 8198025

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees687
mlr.classif.ranger(9)_mtry240
mlr.classif.ranger(9)_min.node.size330
mlr.classif.ranger(9)_sample.fraction0.460804703063332
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2237.1812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0733
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
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.6098
UserCPU time millis
352.955
UserCPU time millis testing
1.41
UserCPU time millis training
351.545