Run
8636322

Run 8636322

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.trees592
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size51
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.807994387019426
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
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.8638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3959
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
0.7405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6988
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6988
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9141
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1442.66
UserCPU time millis
0.986
UserCPU time millis testing
0.16
UserCPU time millis training
0.826