Run
508036

Run 508036

Task 9897 (Supervised Classification) breast-tissue 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
0.5005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.0155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1998
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2453
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.2453
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4827
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.398
UserCPU time millis testing
0.02
UserCPU time millis training
1.378