Run
519931

Run 519931

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 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
0.6745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.6587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1401
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.43
UserCPU time millis testing
0.03
UserCPU time millis training
3.4