Run
8863468

Run 8863468

Task 3949 (Supervised Classification) teachingAssistant 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
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9581
Cross-validation details (10-fold Crossvalidation)