Run
8467054

Run 8467054

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 04-11-2017 by OpenML_Bot R
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  • 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.trees1980
mlr.classif.ranger(13)_mtry13
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.686922513251193
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2350.534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0715
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2968
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4576
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.2718
UserCPU time millis
1331.797
UserCPU time millis testing
35.629
UserCPU time millis training
1296.168