Run
511737

Run 511737

Task 3772 (Supervised Classification) chscase_census2 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
0.4765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4458
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.569
UserCPU time millis testing
0.03
UserCPU time millis training
0.539