Run
8887168

Run 8887168

Task 34 (Supervised Classification) postoperative-patient-data 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
0.3757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.0316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2843
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0316
Cross-validation details (10-fold Crossvalidation)