Run
8628784

Run 8628784

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 09-12-2017 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.trees1177
mlr.classif.ranger(15)_mtry322
mlr.classif.ranger(15)_min.node.size6
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.468363406741992
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2629.7865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0431
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
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1461.7376
UserCPU time millis
1141.65
UserCPU time millis testing
2.17
UserCPU time millis training
1139.48