Run
521876

Run 521876

Task 9959 (Supervised Classification) ringnorm Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(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
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3479.4646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5298
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0293
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.49
UserCPU time millis testing
0.039
UserCPU time millis training
5.451