Run
509246

Run 509246

Task 40 (Supervised Classification) glass 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
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4078
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.4966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.5841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.06
UserCPU time millis testing
0.008
UserCPU time millis training
0.052