Run
8863751

Run 8863751

Task 9929 (Supervised Classification) volcanoes-b3 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
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3382.2179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Number of instances
10386
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.965
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2894
Cross-validation details (10-fold Crossvalidation)
Recall
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9195
Cross-validation details (10-fold Crossvalidation)