Run
519907

Run 519907

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(6)_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
0.6675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6725
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
334.4473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1507
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.389
UserCPU time millis testing
0.016
UserCPU time millis training
4.373