OpenML
8357500

Run 8357500

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-10-2017 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.trees1907
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size117
mlr.classif.ranger(13)_sample.fraction0.798451757058501
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2314.2585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0721
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
0.9712
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
0.2993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4624
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.3626
UserCPU time millis
1762.354
UserCPU time millis testing
32.415
UserCPU time millis training
1729.939