Run
511980

Run 511980

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.LiblineaRL2LogReg(4)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(4)_seed1
classif.LiblineaRL2LogReg(4)_kindMersenne-Twister
classif.LiblineaRL2LogReg(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
241.0619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0962
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.063
UserCPU time millis testing
0.014
UserCPU time millis training
0.049