OpenML
8028979

Run 8028979

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 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.trees119
mlr.classif.ranger(9)_mtry434
mlr.classif.ranger(9)_min.node.size115
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.998265531728975
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2467.6476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0519
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
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.2875
UserCPU time millis
257.294
UserCPU time millis testing
0.807
UserCPU time millis training
256.487