Run
8656624

Run 8656624

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1866
mlr.classif.ranger(15)_mtry279
mlr.classif.ranger(15)_min.node.size1465
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.862186837452464
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2250.7304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708
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
0.9587
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
0.2937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1739
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1499.8374
UserCPU time millis
2147.48
UserCPU time millis testing
2.74
UserCPU time millis training
2144.74