Run
8572095

Run 8572095

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1849
mlr.classif.ranger(9)_mtry76
mlr.classif.ranger(9)_min.node.size1746
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.699696747004054
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2076.4352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0969
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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5249
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.3569
UserCPU time millis
200.911
UserCPU time millis testing
1.872
UserCPU time millis training
199.039