Run
8754125

Run 8754125

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 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.trees1006
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size9817
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.813748686970212
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7572
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15321.2736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2413
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.671
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.6875
UserCPU time millis
124.458
UserCPU time millis testing
5.721
UserCPU time millis training
118.737