Run
523785

Run 523785

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18536.7381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1955
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5028.365
UserCPU time millis testing
0.525
UserCPU time millis training
5027.84