Run
8750417

Run 8750417

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 30-12-2017 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.trees72
mlr.classif.ranger(9)_mtry921
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.411629656516016
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8998
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2648.0659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395
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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9765
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.3069
UserCPU time millis
141.137
UserCPU time millis testing
0.625
UserCPU time millis training
140.512