Run
513385

Run 513385

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.6954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.434
UserCPU time millis testing
0.032
UserCPU time millis training
0.402