Run
8865596

Run 8865596

Task 145929 (Supervised Classification) heart-h 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
0.8239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.6552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1696
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8987
Cross-validation details (10-fold Crossvalidation)