Run
8005428

Run 8005428

Task 145854 (Supervised Classification) nomao Uploaded 17-10-2017 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.trees589
mlr.classif.ranger(9)_mtry43
mlr.classif.ranger(9)_min.node.size206
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.737224035407417
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
0.9892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27779.8711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0828
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
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1790.0934
UserCPU time millis
826.175
UserCPU time millis testing
5.902
UserCPU time millis training
820.273