Run
8863863

Run 8863863

Task 9948 (Supervised Classification) heart-switzerland 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
0.6024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.9878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2727
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0103
Cross-validation details (10-fold Crossvalidation)