Run
8859236

Run 8859236

Task 3483 (Supervised Classification) mammography Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.8471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6525
Cross-validation details (10-fold Crossvalidation)