OpenML
8238377

Run 8238377

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1723
mlr.classif.ranger(9)_mtry206
mlr.classif.ranger(9)_min.node.size2429
mlr.classif.ranger(9)_sample.fraction0.900757008325309
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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1701.2127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1299
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
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
759.0392
UserCPU time millis
251.465
UserCPU time millis testing
2.516
UserCPU time millis training
248.949