Run
510915

Run 510915

Task 3763 (Supervised Classification) chscase_census6 Uploaded 27-01-2016 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
0.4919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-26.527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.51
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.49
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.49
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4507
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.317
UserCPU time millis testing
0.035
UserCPU time millis training
0.282