OpenML
8316122

Run 8316122

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 29-10-2017 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.trees415
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size48
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.919331718771718
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
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1510.1139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1533
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6876
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1301.0051
UserCPU time millis
93.683
UserCPU time millis testing
7.316
UserCPU time millis training
86.367