Run
8863598

Run 8863598

Task 9919 (Supervised Classification) volcanoes-e5 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
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-66.419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Number of instances
1112
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6191
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1855
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9533
Cross-validation details (10-fold Crossvalidation)