Run
516615

Run 516615

Task 3916 (Supervised Classification) kc1-binary Uploaded 29-01-2016 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
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.9873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2345
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4853
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9832
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.278
UserCPU time millis testing
0.025
UserCPU time millis training
5.253