Run
511374

Run 511374

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1242
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.2822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5991
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4293
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.141
UserCPU time millis testing
0.033
UserCPU time millis training
4.108