Run
8651506

Run 8651506

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 14-12-2017 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.trees1239
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size6
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.109637665865012
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
288.472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.5968
UserCPU time millis
1.4
UserCPU time millis testing
0.23
UserCPU time millis training
1.17