Run
8864961

Run 8864961

Task 145860 (Supervised Classification) one-hundred-plants-shape 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
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
828.4686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.4738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9739
Cross-validation details (10-fold Crossvalidation)