Run
8256117

Run 8256117

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 26-10-2017 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.trees1163
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.560744155663997
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.2895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3383
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
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1734.4514
UserCPU time millis
3.635
UserCPU time millis testing
0.572
UserCPU time millis training
3.063