Run
8858873

Run 8858873

Task 50 (Supervised Classification) heart-h Uploaded 27-02-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.2517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7505
Cross-validation details (10-fold Crossvalidation)