OpenML
8305316

Run 8305316

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.trees1513
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size9
mlr.classif.ranger(13)_sample.fraction0.599787752982229
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
0.9303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
460.464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2318
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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1316.1398
UserCPU time millis
134.721
UserCPU time millis testing
9.805
UserCPU time millis training
124.916