Run
8892515

Run 8892515

Task 3830 (Supervised Classification) cars 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
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
212.0428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2198
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4686
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9544
Cross-validation details (10-fold Crossvalidation)
Recall
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8292
Cross-validation details (10-fold Crossvalidation)