Run
516954

Run 516954

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(4)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(4)_seed1
classif.LiblineaRL1LogReg(4)_kindMersenne-Twister
classif.LiblineaRL1LogReg(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
0.7113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.1848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0275
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.134
UserCPU time millis testing
0.014
UserCPU time millis training
2.12