Run
8579364

Run 8579364

Task 146064 (Supervised Classification) monks-problems-1 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.trees359
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size115
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.981691051623784
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6367
Cross-validation details (10-fold Crossvalidation)
KB relative information score
287.4073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2505
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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.6307
UserCPU time millis
0.49
UserCPU time millis testing
0.1
UserCPU time millis training
0.39