Run
507852

Run 507852

Task 3818 (Supervised Classification) tae 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
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.6997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2848
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4522
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9308
Cross-validation details (10-fold Crossvalidation)
Recall
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6298
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4752
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.72
UserCPU time millis testing
0.061
UserCPU time millis training
0.659