Run
508072

Run 508072

Task 10095 (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
0.5299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.2966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.2358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3581
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.53
UserCPU time millis testing
0.022
UserCPU time millis training
2.508