Run
8786205

Run 8786205

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 12-01-2018 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.trees1849
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size245
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.640466223959811
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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2016.9087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1067
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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1913
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1733.9786
UserCPU time millis
83.944
UserCPU time millis testing
4.735
UserCPU time millis training
79.209