Run
7628774

Run 7628774

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 08-09-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees807
mlr.classif.ranger(13)_mtry1344
mlr.classif.ranger(13)_sample.fraction0.158399355085567
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2475.9026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0547
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
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4658
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.57
UserCPU time millis
2778.073
UserCPU time millis testing
6.628
UserCPU time millis training
2771.445