Run
8123475

Run 8123475

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees870
mlr.classif.ranger(9)_mtry1244
mlr.classif.ranger(9)_min.node.size2344
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.909221052681096
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
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2051.9002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6062
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.166
UserCPU time millis
397.034
UserCPU time millis testing
1.05
UserCPU time millis training
395.984