Run
8683994

Run 8683994

Task 145854 (Supervised Classification) nomao 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.trees1765
mlr.classif.ranger(9)_mtry27
mlr.classif.ranger(9)_min.node.size9969
mlr.classif.ranger(9)_sample.fraction0.879255508701317
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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17663.6002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072
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
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6551
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.4554
UserCPU time millis
619.62
UserCPU time millis testing
9.395
UserCPU time millis training
610.225