Run
523591

Run 523591

Task 3764 (Supervised Classification) fried Uploaded 10-02-2016 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
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27471.9146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3261
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8076
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
262.547
UserCPU time millis testing
0.048
UserCPU time millis training
262.499