Run
8871609

Run 8871609

Task 146198 (Supervised Classification) ecoli Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.9947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Number of instances
327
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0357
Cross-validation details (10-fold Crossvalidation)
Recall
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3776
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5352
Cross-validation details (10-fold Crossvalidation)