Run
523004

Run 523004

Task 6 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL1LogReg(6)Learner classif.LiblineaRL1LogReg from package(s) LiblineaR.
classif.LiblineaRL1LogReg(6)_seed1
classif.LiblineaRL1LogReg(6)_kindMersenne-Twister
classif.LiblineaRL1LogReg(6)_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
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14216.4097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7703
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
73.111
UserCPU time millis testing
0.023
UserCPU time millis training
73.088