Run
517284

Run 517284

Task 3915 (Supervised Classification) kc3 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(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
0.6194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-52.1375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1419
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.741
UserCPU time millis testing
0.057
UserCPU time millis training
3.684