Run
511961

Run 511961

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

classif.binomial(5)Learner classif.binomial from package(s) stats.
classif.binomial(5)_seed1
classif.binomial(5)_kindMersenne-Twister
classif.binomial(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
0.5467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1291
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
0.737
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
0.7
UserCPU time millis testing
0.056
UserCPU time millis training
0.644