Run
8861175

Run 8861175

Task 3705 (Supervised Classification) autoHorse Uploaded 27-02-2018 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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.5278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.116
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4821
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9742
Cross-validation details (10-fold Crossvalidation)
Recall
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4909
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6398
Cross-validation details (10-fold Crossvalidation)