Run
8636326

Run 8636326

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees424
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size15
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.609889510576613
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.3986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3457
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3825
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1454.4112
UserCPU time millis
1.285
UserCPU time millis testing
0.142
UserCPU time millis training
1.143