Run
8713045

Run 8713045

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1475
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size13
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.813152720872313
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2536.0701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0533
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
0.9763
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
0.2211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1445
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1992.265
UserCPU time millis
303.109
UserCPU time millis testing
3.695
UserCPU time millis training
299.414