Run
8775692

Run 8775692

Task 125923 (Supervised Classification) Australian Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1679
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size11
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.107679075351916
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.3287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7458
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.4827
UserCPU time millis
2.281
UserCPU time millis testing
0.343
UserCPU time millis training
1.938