Run
508015

Run 508015

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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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
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5385
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.0236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2264
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5472
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5472
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1485
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.036
UserCPU time millis testing
0.008
UserCPU time millis training
0.028