Run
8552915

Run 8552915

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 23-11-2017 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.trees1878
mlr.classif.ranger(15)_mtry1504
mlr.classif.ranger(15)_min.node.size41
mlr.classif.ranger(15)_sample.fraction0.239228098629974
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2394.5232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0589
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
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4755
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.6124
UserCPU time millis
3597.57
UserCPU time millis testing
2.48
UserCPU time millis training
3595.09