Run
8261659

Run 8261659

Task 145854 (Supervised Classification) nomao 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.trees201
mlr.classif.ranger(9)_mtry74
mlr.classif.ranger(9)_min.node.size1590
mlr.classif.ranger(9)_sample.fraction0.143019137135707
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
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17511.2669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2051
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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.2964
UserCPU time millis
73.772
UserCPU time millis testing
1.065
UserCPU time millis training
72.707