Run
8771795

Run 8771795

Task 3485 (Supervised Classification) scene Uploaded 03-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1908
mlr.classif.ranger(16)_mtry232
mlr.classif.ranger(16)_min.node.size20
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.966272938041948
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1788.6456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0798
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.7395
UserCPU time millis
2905.094
UserCPU time millis testing
1.84
UserCPU time millis training
2903.254