Run
518098

Run 518098

Task 3714 (Supervised Classification) fri_c0_1000_25 Uploaded 30-01-2016 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
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
647.9817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8391
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.104
UserCPU time millis testing
0.021
UserCPU time millis training
1.083