Run
8593164

Run 8593164

Task 145853 (Supervised Classification) madelon Uploaded 29-11-2017 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.trees1256
mlr.classif.ranger(9)_mtry368
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.942537495889701
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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1387.437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.681
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.7027
UserCPU time millis
2573.797
UserCPU time millis testing
2.465
UserCPU time millis training
2571.332