Run
8645943

Run 8645943

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 12-12-2017 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.trees973
mlr.classif.ranger(15)_mtry766
mlr.classif.ranger(15)_min.node.size196
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.315427927765995
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2282.6521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0677
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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1513.2208
UserCPU time millis
1167.77
UserCPU time millis testing
1.35
UserCPU time millis training
1166.42