Run
514988

Run 514988

Task 7556 (Supervised Classification) MegaWatt1 Uploaded 28-01-2016 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
0.586
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.3141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9012
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.9012
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0181
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.611
UserCPU time millis testing
0.018
UserCPU time millis training
1.593