Run
512105

Run 512105

Task 3644 (Supervised Classification) bodyfat 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3246
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.0923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5079
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2421
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4256
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.569
UserCPU time millis testing
0.027
UserCPU time millis training
0.542