Run
523390

Run 523390

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 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

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
0.9414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1417.0531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0211
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4841
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
181.677
UserCPU time millis testing
0.282
UserCPU time millis training
181.395