Run
8861504

Run 8861504

Task 3736 (Supervised Classification) boston 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
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.9887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1782
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5876
Cross-validation details (10-fold Crossvalidation)