Run
516958

Run 516958

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.lqa(5)Learner classif.lqa from package(s) lqa.
classif.lqa(5)_penaltylasso
classif.lqa(5)_lambda0.1
classif.lqa(5)_seed1
classif.lqa(5)_kindMersenne-Twister
classif.lqa(5)_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
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.9731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1834
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9621
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.17
UserCPU time millis testing
0.023
UserCPU time millis training
2.147