Run
519757

Run 519757

Task 3484 (Supervised Classification) oil_spill 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
0.6402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.4151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0427
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5048
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0101
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.182
UserCPU time millis testing
0.017
UserCPU time millis training
6.165