Run
8861697

Run 8861697

Task 3756 (Supervised Classification) visualizing_hamster 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
0.4439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.3395
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.51
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
73
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.5342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0943
Cross-validation details (10-fold Crossvalidation)