Run
8876793

Run 8876793

Task 3575 (Supervised Classification) sleuth_ex2016 Uploaded 09-03-2018 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
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.8013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4855
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9794
Cross-validation details (10-fold Crossvalidation)
Recall
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9029
Cross-validation details (10-fold Crossvalidation)