Run
8865303

Run 8865303

Task 145894 (Supervised Classification) volcanoes-a3 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
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.4168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0523
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8683
Cross-validation details (10-fold Crossvalidation)