Run
513332

Run 513332

Task 3799 (Supervised Classification) fri_c3_500_10 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
0.6274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.8657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.218
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.464
UserCPU time millis testing
0.037
UserCPU time millis training
0.427