Run
8503072

Run 8503072

Task 145854 (Supervised Classification) nomao Uploaded 08-11-2017 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.trees62
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size8782
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.443834684928879
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15288.8581
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2393
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
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8185
UserCPU time millis
15.27
UserCPU time millis testing
0.61
UserCPU time millis training
14.66