OpenML
8506323

Run 8506323

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees785
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.992175517277792
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
528.0254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0251
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
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1330.6471
UserCPU time millis
1.35
UserCPU time millis testing
0.2
UserCPU time millis training
1.15