Run
8862541

Run 8862541

Task 3845 (Supervised Classification) heart-c 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
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
147.6541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7236
Cross-validation details (10-fold Crossvalidation)