Run
512002

Run 512002

Task 10101 (Supervised Classification) blood-transfusion-service-center Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.1323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2299
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
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7928
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4258
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1261
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.209
UserCPU time millis testing
0.016
UserCPU time millis training
0.193