Run
523042

Run 523042

Task 3840 (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
0.742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10929.0949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7804
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.512
UserCPU time millis testing
0.017
UserCPU time millis training
3.495