Run
8451325

Run 8451325

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 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.trees1685
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size410
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.169235939672217
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1874.2601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1193
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
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.6964
UserCPU time millis
203.977
UserCPU time millis testing
11.314
UserCPU time millis training
192.663