Run
516734

Run 516734

Task 3825 (Supervised Classification) mfeat-morphological Uploaded 29-01-2016 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
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1965.1182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1491
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.336
UserCPU time millis testing
0.062
UserCPU time millis training
5.274