Run
516081

Run 516081

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.5797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.4306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2958
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.826
UserCPU time millis testing
0.044
UserCPU time millis training
1.782