Run
505956

Run 505956

Task 3577 (Supervised Classification) visualizing_livestock Uploaded 15-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(2)Learner classif.mda from package(s) !mda.
classif.mda(2)_keep.fittedFALSE
classif.mda(2)_start.methodlvq
classif.mda(2)_seed1
classif.mda(2)_kindMersenne-Twister
classif.mda(2)_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
0.4327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.12
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.3603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.0923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5064
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.23
UserCPU time millis testing
0.056
UserCPU time millis training
1.174