Run
516258

Run 516258

Task 3645 (Supervised Classification) fri_c1_500_25 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
0.6533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.6991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1758
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.04
UserCPU time millis testing
0.038
UserCPU time millis training
1.002