Run
510495

Run 510495

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.6644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.713
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.041
UserCPU time millis testing
0.062
UserCPU time millis training
0.979