Run
8197022

Run 8197022

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees346
mlr.classif.ranger(9)_mtry610
mlr.classif.ranger(9)_min.node.size1848
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.767299056262709
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
0.963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2271.3558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0702
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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5117
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1826.8494
UserCPU time millis
468.831
UserCPU time millis testing
0.923
UserCPU time millis training
467.908