Run
512701

Run 512701

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(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
0.6472
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.2323
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2922
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1361
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.32
UserCPU time millis testing
0.06
UserCPU time millis training
1.26