Run
513757

Run 513757

Task 3777 (Supervised Classification) balloon Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6552
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
518.0147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3658
Cross-validation details (10-fold Crossvalidation)
Number of instances
2001
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7969
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4908
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1477
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.455
UserCPU time millis testing
0.045
UserCPU time millis training
0.41