Run
517029

Run 517029

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 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
0.5187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
553.113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.5591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3352
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.927
UserCPU time millis testing
0.044
UserCPU time millis training
0.883