Run
523206

Run 523206

Task 3907 (Supervised Classification) mc1 Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.6683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13160.41
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0208
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10-fold Crossvalidation)
Number of instances
9466
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10-fold Crossvalidation)
Recall
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7082
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.945
UserCPU time millis testing
0.057
UserCPU time millis training
28.888