Run
5834541

Run 5834541

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot3 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees101
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.118225461686961
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.4611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2671
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.1589
UserCPU time millis
0.975
UserCPU time millis testing
0.104
UserCPU time millis training
0.871