Run
8875952

Run 8875952

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

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.4453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1824
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
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7894
Cross-validation details (10-fold Crossvalidation)