Run
8527480

Run 8527480

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 11-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees781
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.248331708810292
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
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.9451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1755.9441
UserCPU time millis
2.548
UserCPU time millis testing
0.274
UserCPU time millis training
2.274