Run
8872641

Run 8872641

Task 13 (Supervised Classification) breast-cancer Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.5907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3585
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9528
Cross-validation details (10-fold Crossvalidation)