Run
520345

Run 520345

Task 3833 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(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
0.9934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9873
Cross-validation details (10-fold Crossvalidation)
KB relative information score
829.8854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4698
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9561
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1591
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.535
UserCPU time millis testing
0.021
UserCPU time millis training
5.514