Run
8868034

Run 8868034

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.6471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.3644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Number of instances
43
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0569
Cross-validation details (10-fold Crossvalidation)