Run
518149

Run 518149

Task 3766 (Supervised Classification) fri_c2_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
0.671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3419
Cross-validation details (10-fold Crossvalidation)
KB relative information score
336.9203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1476
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.873
UserCPU time millis testing
0.018
UserCPU time millis training
0.855