Run
508785

Run 508785

Task 9948 (Supervised Classification) heart-switzerland 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
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.3718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.428
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4737
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2529
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.23
UserCPU time millis testing
0.084
UserCPU time millis training
1.146