Run
8901818

Run 8901818

Task 36 (Supervised Classification) segment Uploaded 29-03-2018 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
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1506.6663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1257
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6055
Cross-validation details (10-fold Crossvalidation)