Run
523330

Run 523330

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1762
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-20340.5983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6559
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.3441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7047
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.363
UserCPU time millis testing
0.157
UserCPU time millis training
12.206