Run
8457932

Run 8457932

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1271
mlr.classif.ranger(13)_mtry28
mlr.classif.ranger(13)_min.node.size1089
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.876626294897869
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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2163.9781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.086
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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1225.2916
UserCPU time millis
1212.103
UserCPU time millis testing
16.773
UserCPU time millis training
1195.33