Run
8880276

Run 8880276

Task 145929 (Supervised Classification) heart-h Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.7359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17.74
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2705
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0625
Cross-validation details (10-fold Crossvalidation)