Run
8859649

Run 8859649

Task 3544 (Supervised Classification) analcatdata_broadwaymult Uploaded 27-02-2018 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
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3581
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1795
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2203
Cross-validation details (10-fold Crossvalidation)
Number of instances
285
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4897
Cross-validation details (10-fold Crossvalidation)
Recall
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3314
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.918
Cross-validation details (10-fold Crossvalidation)