OpenML
8233812

Run 8233812

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 24-10-2017 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.trees100
mlr.classif.ranger(9)_mtry834
mlr.classif.ranger(9)_min.node.size8
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.250889001903124
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2544.2027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.049
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1965.5153
UserCPU time millis
84.953
UserCPU time millis testing
0.641
UserCPU time millis training
84.312