Run
518200

Run 518200

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 30-01-2016 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
0.6486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
301.5082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1797
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.991
UserCPU time millis testing
0.021
UserCPU time millis training
0.97