Run
521212

Run 521212

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.LiblineaRL2LogReg(6)Learner classif.LiblineaRL2LogReg from package(s) LiblineaR.
classif.LiblineaRL2LogReg(6)_seed1
classif.LiblineaRL2LogReg(6)_kindMersenne-Twister
classif.LiblineaRL2LogReg(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
0.6728
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3598.5998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2208
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
0.7744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0232
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.269
UserCPU time millis testing
0.005
UserCPU time millis training
0.264