Run
522118

Run 522118

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10453.8787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3224
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
122.451
UserCPU time millis testing
0.359
UserCPU time millis training
122.092