Run
8868026

Run 8868026

Task 3637 (Supervised Classification) analcatdata_michiganacc Uploaded 01-03-2018 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
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.9459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9914
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8719
Cross-validation details (10-fold Crossvalidation)