Run
512397

Run 512397

Task 3749 (Supervised Classification) no2 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
0.5385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.9894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.46
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.54
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.92
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3565
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.424
UserCPU time millis testing
0.035
UserCPU time millis training
0.389