Run
8888322

Run 8888322

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.3227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7329
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7329
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.983
Cross-validation details (10-fold Crossvalidation)