Run
8888703

Run 8888703

Task 145940 (Supervised Classification) thyroid-allrep Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
843.7652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1888
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
0.7089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.5718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0187
Cross-validation details (10-fold Crossvalidation)