Run
8871146

Run 8871146

Task 145957 (Supervised Classification) audiology 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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.2428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.705
Cross-validation details (10-fold Crossvalidation)