Run
505207

Run 505207

Task 3787 (Supervised Classification) humandevel Uploaded 11-01-2016 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(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
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3333
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.2074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.25
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9875
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.397
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.087
UserCPU time millis testing
0.015
UserCPU time millis training
0.072