Run
572758

Run 572758

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 12-05-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(7)Learner classif.lqa from package(s) lqa.
classif.lqa(7)_penaltylasso
classif.lqa(7)_lambda0.1
classif.lqa(7)_openml.seed1
classif.lqa(7)_openml.kindMersenne-Twister
classif.lqa(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2805.9981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14295.801
UserCPU time millis testing
0.205
UserCPU time millis training
14295.596