Run
8323253

Run 8323253

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.trees1
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size26
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.779712045704946
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
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.2458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
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
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6392
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1323.694
UserCPU time millis
0.225
UserCPU time millis testing
0.035
UserCPU time millis training
0.19