Run
545757

Run 545757

Task 3724 (Supervised Classification) vinnie Uploaded 01-04-2016 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

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.8813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1553
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7883
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.076
UserCPU time millis testing
0.01
UserCPU time millis training
0.066