Run
518075

Run 518075

Task 3714 (Supervised Classification) fri_c0_1000_25 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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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
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.642
Cross-validation details (10-fold Crossvalidation)
KB relative information score
641.9814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8462
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.649
UserCPU time millis testing
0.012
UserCPU time millis training
1.637