Run
8367407

Run 8367407

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1002
mlr.classif.ranger(13)_mtry32
mlr.classif.ranger(13)_min.node.size1697
mlr.classif.ranger(13)_sample.fraction0.597131232405081
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24733.6822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9287
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2265
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5015
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.1834
UserCPU time millis
3135.597
UserCPU time millis testing
40.847
UserCPU time millis training
3094.75