Run
521709

Run 521709

Task 14 (Supervised Classification) mfeat-fourier Uploaded 06-02-2016 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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1594.2461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6566
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.26
UserCPU time millis testing
0.013
UserCPU time millis training
2.247