Run
8782926

Run 8782926

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 09-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1400
mlr.classif.ranger(16)_mtry672
mlr.classif.ranger(16)_min.node.size788
mlr.classif.ranger(16)_sample.fraction0.615444491384551
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8335
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2281.2343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0673
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5097
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.5052
UserCPU time millis
2761.674
UserCPU time millis testing
2.362
UserCPU time millis training
2759.312