Run
8868143

Run 8868143

Task 3718 (Supervised Classification) boston Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.4175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6594
Cross-validation details (10-fold Crossvalidation)