Run
8866323

Run 8866323

Task 146198 (Supervised Classification) ecoli Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.5619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Number of instances
327
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0357
Cross-validation details (10-fold Crossvalidation)
Recall
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5258
Cross-validation details (10-fold Crossvalidation)