Run
8858489

Run 8858489

Task 10 (Supervised Classification) lymph 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
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
89.6149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8243
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7268
Cross-validation details (10-fold Crossvalidation)