Run
8892522

Run 8892522

Task 3838 (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
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.5331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4406
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9134
Cross-validation details (10-fold Crossvalidation)
Recall
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7518
Cross-validation details (10-fold Crossvalidation)