Run
514858

Run 514858

Task 3706 (Supervised Classification) stock Uploaded 28-01-2016 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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
789.8255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0842
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.261
UserCPU time millis testing
0.053
UserCPU time millis training
2.208