Run
8871798

Run 8871798

Task 3570 (Supervised Classification) biomed Uploaded 03-03-2018 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
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.4764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1892
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6682
Cross-validation details (10-fold Crossvalidation)