Run
513613

Run 513613

Task 3664 (Supervised Classification) fri_c0_1000_5 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
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
693.9841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7823
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.317
UserCPU time millis testing
0.023
UserCPU time millis training
0.294