Run
8892863

Run 8892863

Task 145799 (Supervised Classification) breast-cancer 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
0.6326
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.4691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3601
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
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9651
Cross-validation details (10-fold Crossvalidation)