Run
8291194

Run 8291194

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.trees1933
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_sample.fraction0.164590763533488
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
383.2292
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1859
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.7695
UserCPU time millis
14.361
UserCPU time millis testing
1.925
UserCPU time millis training
12.436