Run
8858787

Run 8858787

Task 40 (Supervised Classification) glass 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
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.2443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2549
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7858
Cross-validation details (10-fold Crossvalidation)