Run
510938

Run 510938

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 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
0.5794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
47.0422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.36
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.36
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.083
UserCPU time millis testing
0.062
UserCPU time millis training
1.021