Run
8779249

Run 8779249

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 06-01-2018 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.trees551
mlr.classif.ranger(16)_mtry528
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.662918088911101
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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2679.0017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0381
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.8428
UserCPU time millis
1547.254
UserCPU time millis testing
1.974
UserCPU time millis training
1545.28