OpenML
8032825

Run 8032825

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees68
mlr.classif.ranger(9)_mtry459
mlr.classif.ranger(9)_min.node.size156
mlr.classif.ranger(9)_sample.fraction0.885061953519471
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2357.8885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
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
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.4707
UserCPU time millis
102.89
UserCPU time millis testing
0.597
UserCPU time millis training
102.293