Run
513957

Run 513957

Task 3619 (Supervised Classification) wisconsin Uploaded 28-01-2016 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
0.6151
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.8899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3814
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6176
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.6186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7668
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2385
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.187
UserCPU time millis testing
0.014
UserCPU time millis training
1.173