Run
514043

Run 514043

Task 3905 (Supervised Classification) mc2 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
0.618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.9716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.817
UserCPU time millis testing
0.028
UserCPU time millis training
1.789