Run
8860740

Run 8860740

Task 3663 (Supervised Classification) cholesterol Uploaded 27-02-2018 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
0.5454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7.3655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4846
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0335
Cross-validation details (10-fold Crossvalidation)