Run
512080

Run 512080

Task 3644 (Supervised Classification) bodyfat Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.logreg(7)Learner classif.logreg from package(s) stats.
classif.logreg(7)_seed1
classif.logreg(7)_kindMersenne-Twister
classif.logreg(7)_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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
239.995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0238
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.816
UserCPU time millis testing
0.066
UserCPU time millis training
0.75