Run
8092875

Run 8092875

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees678
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.159504193649627
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
98.2894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3846
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
0.8141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8766
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1869.1029
UserCPU time millis
1.611
UserCPU time millis testing
0.226
UserCPU time millis training
1.385