Run
512532

Run 512532

Task 3636 (Supervised Classification) strikes 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
0.6404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.9585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.36
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.64
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.64
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.72
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.682
UserCPU time millis testing
0.02
UserCPU time millis training
0.662