Run
520434

Run 520434

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6644
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3359.2234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0534
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9466
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7621
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.129
UserCPU time millis testing
0.063
UserCPU time millis training
23.066