Run
517007

Run 517007

Task 10091 (Supervised Classification) banana 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
0.521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
593.7365
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4372
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.5628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3295
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.854
UserCPU time millis testing
0.023
UserCPU time millis training
4.831