Run
8888162

Run 8888162

Task 3869 (Supervised Classification) lymph Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.8234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.827
Cross-validation details (10-fold Crossvalidation)