OpenML
8305544

Run 8305544

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1178
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size22
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.229922569449991
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
356.5091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8531
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.4661
UserCPU time millis
54.725
UserCPU time millis testing
4.38
UserCPU time millis training
50.345