Run
8579417

Run 8579417

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 28-11-2017 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.trees753
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size16
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.900965484697372
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
191.0922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3322
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
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8802
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1378.8406
UserCPU time millis
1.81
UserCPU time millis testing
0.24
UserCPU time millis training
1.57