Run
509469

Run 509469

Task 9940 (Supervised Classification) vertebra-column 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
0.5024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-194.6319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6742
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.3258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7565
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.294
UserCPU time millis testing
0.031
UserCPU time millis training
0.263