Run
8865384

Run 8865384

Task 145921 (Supervised Classification) abalone Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1787.1191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2817
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.5882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9662
Cross-validation details (10-fold Crossvalidation)