Run
515479

Run 515479

Task 7557 (Supervised Classification) CostaMadre1 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
0.5175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-940.0343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.7432
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5598
Cross-validation details (10-fold Crossvalidation)
Recall
0.2568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.2938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.5772
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.169
UserCPU time millis testing
0.047
UserCPU time millis training
2.122