Run
571965

Run 571965

Task 3904 (Supervised Classification) jm1 Uploaded 06-05-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.sparseLDA(4)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(4)_openml.seed1
classif.sparseLDA(4)_openml.kindMersenne-Twister
classif.sparseLDA(4)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2823.1336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1959
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1204
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.902
UserCPU time millis testing
0.056
UserCPU time millis training
4.846