Run
521211

Run 521211

Task 3601 (Supervised Classification) cpu_small 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
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6345.6844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0887
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
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6486
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.383
UserCPU time millis testing
0.006
UserCPU time millis training
0.377