Run
8652146

Run 8652146

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1390
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size17
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.570681202784181
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28703.0142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0744
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1823
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1426.8211
UserCPU time millis
848.61
UserCPU time millis testing
33.76
UserCPU time millis training
814.85