Run
8865845

Run 8865845

Task 145957 (Supervised Classification) audiology Uploaded 28-02-2018 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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.0495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0355
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8097
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.8097
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6249
Cross-validation details (10-fold Crossvalidation)