Run
8875888

Run 8875888

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1115.7586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1539
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.6886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6704
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8674
Cross-validation details (10-fold Crossvalidation)