Run
510668

Run 510668

Task 3798 (Supervised Classification) fri_c1_250_10 Uploaded 27-01-2016 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
0.6877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.8035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1108
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.318
UserCPU time millis testing
0.029
UserCPU time millis training
0.289