Run
8843752

Run 8843752

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 26-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1540
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_sample.fraction0.529558774665929
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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
187.2677
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3323
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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8852
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.3856
UserCPU time millis
3.917
UserCPU time millis testing
0.43
UserCPU time millis training
3.487