Run
8771310

Run 8771310

Task 145854 (Supervised Classification) nomao Uploaded 02-01-2018 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.trees1698
mlr.classif.ranger(9)_mtry37
mlr.classif.ranger(9)_min.node.size2487
mlr.classif.ranger(9)_sample.fraction0.861855243495665
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
0.9807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24777.536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1201
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1726.3643
UserCPU time millis
1436.075
UserCPU time millis testing
10.751
UserCPU time millis training
1425.324