Run
8654013

Run 8654013

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 15-12-2017 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.trees1783
mlr.classif.ranger(15)_mtry778
mlr.classif.ranger(15)_min.node.size50
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.633043424668722
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
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2561.2643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0465
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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1524.5913
UserCPU time millis
4981.39
UserCPU time millis testing
2.72
UserCPU time millis training
4978.67