Run
514066

Run 514066

Task 3905 (Supervised Classification) mc2 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
0.5282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.7084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.6335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2946
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.817
UserCPU time millis testing
0.039
UserCPU time millis training
1.778