Run
516443

Run 516443

Task 3789 (Supervised Classification) fri_c0_500_25 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
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.8877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8811
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.242
UserCPU time millis testing
0.016
UserCPU time millis training
1.226