Run
8866282

Run 8866282

Task 146073 (Supervised Classification) biomed 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
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.6923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9091
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5607
Cross-validation details (10-fold Crossvalidation)