Run
515629

Run 515629

Task 3913 (Supervised Classification) kc2 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
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.4536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2471
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7529
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2314
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.186
UserCPU time millis testing
0.033
UserCPU time millis training
1.153