Run
8863669

Run 8863669

Task 9920 (Supervised Classification) volcanoes-d1 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
0.7645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3715.3289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0431
Cross-validation details (10-fold Crossvalidation)
Number of instances
8753
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4126
Cross-validation details (10-fold Crossvalidation)
Recall
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9856
Cross-validation details (10-fold Crossvalidation)