OpenML
8351543

Run 8351543

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 31-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1444
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size832
mlr.classif.ranger(13)_sample.fraction0.746559497411363
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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
717.2148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2095
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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8765
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.4945
UserCPU time millis
125.82
UserCPU time millis testing
10.859
UserCPU time millis training
114.961