Run
8880334

Run 8880334

Task 10094 (Supervised Classification) blogger Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.4085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9082
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5294
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.686
Cross-validation details (10-fold Crossvalidation)