Run
8654716

Run 8654716

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees694
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size5
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.142995318910107
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.0267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.411
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
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9119
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.3583
UserCPU time millis
1.344
UserCPU time millis testing
0.204
UserCPU time millis training
1.14