Run
8865092

Run 8865092

Task 145866 (Supervised Classification) sa-heart 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
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.3544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.376
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9404
Cross-validation details (10-fold Crossvalidation)