Run
509663

Run 509663

Task 9944 (Supervised Classification) user-knowledge 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
0.4965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.7873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.2531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4265
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.502
UserCPU time millis testing
0.048
UserCPU time millis training
1.454