Run
8686198

Run 8686198

Task 3485 (Supervised Classification) scene Uploaded 25-12-2017 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.trees689
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size23
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.680547060631216
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
0.9465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
835.2684
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1907
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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
37.816
UserCPU time millis testing
0.63
UserCPU time millis training
37.186