Run
8864816

Run 8864816

Task 145837 (Supervised Classification) breast-tissue 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
0.7508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.7138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2276
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4567
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9124
Cross-validation details (10-fold Crossvalidation)