Run
521973

Run 521973

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 07-02-2016 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
0.581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
745.4564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.997
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.396
UserCPU time millis testing
0.019
UserCPU time millis training
21.377