Run
8865420

Run 8865420

Task 145923 (Supervised Classification) breast-tissue Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-J48(1)A Weka KnowledgeFlow using ReplaceMissingValues-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
0.706
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.69
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4471
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0791
Cross-validation details (10-fold Crossvalidation)