Run
8544533

Run 8544533

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 19-11-2017 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.trees477
mlr.classif.ranger(9)_mtry1304
mlr.classif.ranger(9)_min.node.size38
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.531234659720212
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
0.9689
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
2567.8637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0457
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
0.1895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1777.0409
UserCPU time millis
1683.596
UserCPU time millis testing
1.13
UserCPU time millis training
1682.466