Run
8868035

Run 8868035

Task 3651 (Supervised Classification) cleveland Uploaded 01-03-2018 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
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.2927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4983
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.363
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7284
Cross-validation details (10-fold Crossvalidation)