Run
573070

Run 573070

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 26-05-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(7)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(7)_openml.seed1
classif.LiblineaRL2LogReg(7)_openml.kindMersenne-Twister
classif.LiblineaRL2LogReg(7)_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
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
503.9522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0314
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3678
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.048
UserCPU time millis testing
1.16
UserCPU time millis training
18.888