Run
8047758

Run 8047758

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 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.trees195
mlr.classif.ranger(9)_mtry1281
mlr.classif.ranger(9)_min.node.size1443
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.535634978674352
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
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1727.8182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1197
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
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6689
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.0792
UserCPU time millis
47.628
UserCPU time millis testing
0.612
UserCPU time millis training
47.016