Run
512003

Run 512003

Task 10101 (Supervised Classification) blood-transfusion-service-center 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
0.5293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216.2356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Number of instances
748
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1228
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.258
UserCPU time millis testing
0.025
UserCPU time millis training
0.233