Run
573229

Run 573229

Task 3962 (Supervised Classification) OVA_Breast Uploaded 29-05-2016 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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1124.8172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4404
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
242.05
UserCPU time millis testing
7.754
UserCPU time millis training
234.296