Run
8892178

Run 8892178

Task 3498 (Supervised Classification) pasture 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
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18.9842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
36
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9641
Cross-validation details (10-fold Crossvalidation)