Run
8861233

Run 8861233

Task 3705 (Supervised Classification) autoHorse 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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
160.4486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4821
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9742
Cross-validation details (10-fold Crossvalidation)
Recall
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4909
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6028
Cross-validation details (10-fold Crossvalidation)