Run
8866951

Run 8866951

Task 145927 (Supervised Classification) dbworld-subjects-stemmed 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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.8966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4957
Cross-validation details (10-fold Crossvalidation)
Number of instances
64
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.994
Cross-validation details (10-fold Crossvalidation)
Recall
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6587
Cross-validation details (10-fold Crossvalidation)