Run
509648

Run 509648

Task 9944 (Supervised Classification) user-knowledge 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
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
246.8445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8263
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.063
UserCPU time millis testing
0.011
UserCPU time millis training
0.052