Run
545733

Run 545733

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.0141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4474
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.361
UserCPU time millis testing
0.024
UserCPU time millis training
0.337