Run
523710

Run 523710

Task 20 (Supervised Classification) mfeat-pixel 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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1628.7561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355
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
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.628
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4211.627
UserCPU time millis testing
0.82
UserCPU time millis training
4210.807