Run
515825

Run 515825

Task 57 (Supervised Classification) ionosphere 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
0.5714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1761
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.0309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1563
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.544
UserCPU time millis testing
0.048
UserCPU time millis training
1.496