Run
511685

Run 511685

Task 3771 (Supervised Classification) chscase_census3 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
0.4892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.9294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4224
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.74
UserCPU time millis testing
0.029
UserCPU time millis training
0.711