Run
8861301

Run 8861301

Task 3718 (Supervised Classification) boston Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8466
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.3835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
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
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)