Run
8891971

Run 8891971

Task 9 (Supervised Classification) autos 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
0.8068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.7247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1462
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.5561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9706
Cross-validation details (10-fold Crossvalidation)