Run
8865281

Run 8865281

Task 145893 (Supervised Classification) volcanoes-a2 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
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.7814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0482
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8687
Cross-validation details (10-fold Crossvalidation)