Run
8892880

Run 8892880

Task 145835 (Supervised Classification) blogger 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
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.3268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.72
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.72
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9276
Cross-validation details (10-fold Crossvalidation)