Run
507659

Run 507659

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 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
0.5852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.7485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2531
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.4938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2603
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.077
UserCPU time millis testing
0.006
UserCPU time millis training
0.071