Run
8691364

Run 8691364

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 26-12-2017 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.trees673
mlr.classif.ranger(9)_mtry1362
mlr.classif.ranger(9)_min.node.size1757
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.641510262712836
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
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1532.3717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1359
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7089
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.6207
UserCPU time millis
137.661
UserCPU time millis testing
0.846
UserCPU time millis training
136.815