Run
8473996

Run 8473996

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees211
mlr.classif.ranger(13)_mtry128
mlr.classif.ranger(13)_sample.fraction0.871347977244295
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2616.7071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0456
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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.4107
UserCPU time millis
835.839
UserCPU time millis testing
6.807
UserCPU time millis training
829.032