Run
518227

Run 518227

Task 10097 (Supervised Classification) PieChart1 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
0.5512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.5587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0879
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.94
UserCPU time millis testing
0.013
UserCPU time millis training
1.927