Run
8291307

Run 8291307

Task 3494 (Supervised Classification) monks-problems-3 Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees348
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size259
mlr.classif.ranger(13)_sample.fraction0.73019426020328
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
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.4213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.4179
UserCPU time millis
1.841
UserCPU time millis testing
0.183
UserCPU time millis training
1.658