Run
521423

Run 521423

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.7086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
511.901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2888
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.7112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0748
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.763
UserCPU time millis testing
0.041
UserCPU time millis training
29.722