Run
8893040

Run 8893040

Task 145936 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.9961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3499
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
0.6941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9758
Cross-validation details (10-fold Crossvalidation)