Run
514779

Run 514779

Task 3811 (Supervised Classification) quake 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
0.5098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.8511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4421
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
2178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6649
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.338
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.46
UserCPU time millis testing
0.02
UserCPU time millis training
2.44