Run
8323906

Run 8323906

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.trees341
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_sample.fraction0.337742373300716
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.0085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2268
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5532
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.3407
UserCPU time millis
2.913
UserCPU time millis testing
0.336
UserCPU time millis training
2.577