Run
519121

Run 519121

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.4881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5.9674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5556
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4142
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
344.157
UserCPU time millis testing
0.06
UserCPU time millis training
344.097