Run
8901809

Run 8901809

Task 54 (Supervised Classification) hepatitis Uploaded 29-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.9593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.57
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8625
Cross-validation details (10-fold Crossvalidation)