Run
505211

Run 505211

Task 3748 (Supervised Classification) transplant Uploaded 11-01-2016 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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16.109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4648
Cross-validation details (10-fold Crossvalidation)
Number of instances
131
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9495
Cross-validation details (10-fold Crossvalidation)
Recall
0.4962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3982
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.089
UserCPU time millis testing
0.016
UserCPU time millis training
0.073