Run
8893424

Run 8893424

Task 146060 (Supervised Classification) isolet 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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5641.4706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5827
Cross-validation details (10-fold Crossvalidation)
Total cost