Run
521900

Run 521900

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.9099
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6744.2909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0696
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5743
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.711
UserCPU time millis testing
0.01
UserCPU time millis training
0.701