Run
8647094

Run 8647094

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees38
mlr.classif.ranger(15)_mtry6
mlr.classif.ranger(15)_min.node.size282
mlr.classif.ranger(15)_sample.fraction0.698390250955708
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
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3106
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
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1336.6182
UserCPU time millis
0.05
UserCPU time millis testing
0.02
UserCPU time millis training
0.03