Run
511954

Run 511954

Task 3909 (Supervised Classification) ar1 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
0.7168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-364.7117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1436
Cross-validation details (10-fold Crossvalidation)
Number of instances
121
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4067
Cross-validation details (10-fold Crossvalidation)
Recall
0.5702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2625
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.4975
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.573
UserCPU time millis testing
0.021
UserCPU time millis training
0.552