Run
8875334

Run 8875334

Task 3550 (Supervised Classification) analcatdata_asbestos Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.3923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3169
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10-fold Crossvalidation)
Number of instances
83
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10-fold Crossvalidation)
Recall
0.747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6412
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8837
Cross-validation details (10-fold Crossvalidation)