Run
8865453

Run 8865453

Task 145909 (Supervised Classification) volcanoes-e3 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
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-106.5685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9587
Cross-validation details (10-fold Crossvalidation)