Run
8656159

Run 8656159

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1413
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size4
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.25827511025127
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
143.1335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3578
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8279
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1420.8439
UserCPU time millis
2.91
UserCPU time millis testing
0.42
UserCPU time millis training
2.49