Run
8876060

Run 8876060

Task 3718 (Supervised Classification) boston Uploaded 09-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257.282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2349
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
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9204
Cross-validation details (10-fold Crossvalidation)