Run
515353

Run 515353

Task 3773 (Supervised Classification) fri_c1_1000_10 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
0.6683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.6688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.319
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.139
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.941
UserCPU time millis testing
0.017
UserCPU time millis training
1.924