Run
8865760

Run 8865760

Task 145841 (Supervised Classification) dresses-sales Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.6143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.574
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4873
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9816
Cross-validation details (10-fold Crossvalidation)
Recall
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0182
Cross-validation details (10-fold Crossvalidation)