Run
8858780

Run 8858780

Task 38 (Supervised Classification) ecoli 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
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.065
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6039
Cross-validation details (10-fold Crossvalidation)