Run
518176

Run 518176

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 30-01-2016 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
0.6488
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
303.5328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.178
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.036
UserCPU time millis testing
0.012
UserCPU time millis training
1.024