Run
516338

Run 516338

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 29-01-2016 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
0.5873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.6059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2527
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.931
UserCPU time millis testing
0.022
UserCPU time millis training
0.909