Run
8875617

Run 8875617

Task 3644 (Supervised Classification) bodyfat Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1723
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
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5534
Cross-validation details (10-fold Crossvalidation)