Run
8681103

Run 8681103

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 25-12-2017 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.trees1419
mlr.classif.ranger(9)_mtry670
mlr.classif.ranger(9)_min.node.size688
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.244655886781402
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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1329.063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1606
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9131
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7289
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.6415
UserCPU time millis
66.803
UserCPU time millis testing
1.128
UserCPU time millis training
65.675