Run
572363

Run 572363

Task 3529 (Supervised Classification) oh5.wc Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(8)Learner classif.ranger from package(s) ranger.
classif.ranger(8)_num.threads1
classif.ranger(8)_verboseFALSE
classif.ranger(8)_openml.seed1
classif.ranger(8)_openml.kindMersenne-Twister
classif.ranger(8)_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.

20 Evaluation measures

Area under ROC curve
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
819.9751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0187
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4595
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
122.574
UserCPU time millis testing
1.551
UserCPU time millis training
121.023