Run
8654047

Run 8654047

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.trees527
mlr.classif.ranger(15)_mtry1310
mlr.classif.ranger(15)_min.node.size170
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.944870641385205
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2390.372
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0571
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
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1438.6729
UserCPU time millis
3438.87
UserCPU time millis testing
1.27
UserCPU time millis training
3437.6