Run
8265571

Run 8265571

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1476
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size399
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.85175074795261
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.6808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.8797
UserCPU time millis
0.98
UserCPU time millis testing
0.215
UserCPU time millis training
0.765