Run
513717

Run 513717

Task 3775 (Supervised Classification) fri_c2_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
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
451.9326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0405
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.464
UserCPU time millis testing
0.035
UserCPU time millis training
0.429