Run
510286

Run 510286

Task 3692 (Supervised Classification) disclosure_x_noise Uploaded 27-01-2016 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
0.4904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3833
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0191
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16.0356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4312
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.238
UserCPU time millis testing
0.026
UserCPU time millis training
0.212