Run
516362

Run 516362

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 29-01-2016 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
0.5816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.0443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.382
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.266
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.996
UserCPU time millis testing
0.031
UserCPU time millis training
0.965