Run
515901

Run 515901

Task 39 (Supervised Classification) sonar 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
0.7386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.2914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0214
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.659
UserCPU time millis testing
0.026
UserCPU time millis training
2.633