OpenML
8264908

Run 8264908

Task 3485 (Supervised Classification) scene Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1075
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_sample.fraction0.125950260949321
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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
568.7998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2179
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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.3742
UserCPU time millis
36.587
UserCPU time millis testing
0.875
UserCPU time millis training
35.712