Run
8556226

Run 8556226

Task 145848 (Supervised Classification) ilpd Uploaded 24-11-2017 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.trees1646
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.245640761661343
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
0.7403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.5272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9268
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.6257
UserCPU time millis
5.214
UserCPU time millis testing
0.675
UserCPU time millis training
4.539