Run
522819

Run 522819

Task 3698 (Supervised Classification) bank32nh Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(6)_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
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4493.9786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1814
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9205
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.224
UserCPU time millis testing
0.021
UserCPU time millis training
20.203