Run
513979

Run 513979

Task 3619 (Supervised Classification) wisconsin Uploaded 28-01-2016 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
0.5176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.4653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5052
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4974
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5329
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9963
Cross-validation details (10-fold Crossvalidation)
Recall
0.4948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4252
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.275
UserCPU time millis testing
0.034
UserCPU time millis training
1.241