Run
8870887

Run 8870887

Task 145828 (Supervised Classification) acute-inflammations Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.6509
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4863
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9805
Cross-validation details (10-fold Crossvalidation)
Recall
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0535
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.493
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2215
Cross-validation details (10-fold Crossvalidation)