Run
8871639

Run 8871639

Task 146241 (Supervised Classification) pima Uploaded 02-03-2018 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
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.1633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8954
Cross-validation details (10-fold Crossvalidation)