Run
502495

Run 502495

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.lqa(4)Learner classif.lqa from package(s) lqa.
classif.lqa(4)_penaltylasso
classif.lqa(4)_lambda0.1
classif.lqa(4)_seed1
classif.lqa(4)_kindMersenne-Twister
classif.lqa(4)_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
0.7049
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.8075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2973
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.7027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5958
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.057
UserCPU time millis testing
0.01
UserCPU time millis training
0.047