Run
8872300

Run 8872300

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

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
327.8635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1778
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
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6195
Cross-validation details (10-fold Crossvalidation)