Run
571651

Run 571651

Task 15 (Supervised Classification) breast-w Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(4)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(4)_openml.seed1
classif.sparseLDA(4)_openml.kindMersenne-Twister
classif.sparseLDA(4)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
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
0.1768
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-358.1333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6552
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.3448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7031
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.355
UserCPU time millis testing
0.026
UserCPU time millis training
0.329