Run
572537

Run 572537

Task 3891 (Supervised Classification) gina_agnostic Uploaded 10-05-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(5)Learner classif.mda from package(s) !mda.
classif.mda(5)_keep.fittedFALSE
classif.mda(5)_start.methodlvq
classif.mda(5)_openml.seed1
classif.mda(5)_openml.kindMersenne-Twister
classif.mda(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2327.5396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1644
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9061.039
UserCPU time millis testing
1.636
UserCPU time millis training
9059.403