Run
523557

Run 523557

Task 3745 (Supervised Classification) mv 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
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36455.1281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0501
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
40768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9499
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9729
Cross-validation details (10-fold Crossvalidation)
Recall
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1031.215
UserCPU time millis testing
0.196
UserCPU time millis training
1031.019