Run
8878262

Run 8878262

Task 9948 (Supervised Classification) heart-switzerland Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.6079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.1846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
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
0.3881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.027
Cross-validation details (10-fold Crossvalidation)