OpenML
8323715

Run 8323715

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees629
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.706926144775935
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
0.9995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.9312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.366
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
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7553
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.3086
UserCPU time millis
4.35
UserCPU time millis testing
0.56
UserCPU time millis training
3.79