Run
8889293

Run 8889293

Task 145880 (Supervised Classification) heart-switzerland 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
0.502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0336
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.1409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0408
Cross-validation details (10-fold Crossvalidation)