Run
521711

Run 521711

Task 14 (Supervised Classification) mfeat-fourier Uploaded 06-02-2016 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
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1640.2594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6182
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.534
UserCPU time millis testing
0.188
UserCPU time millis training
29.346