Run
8865411

Run 8865411

Task 145906 (Supervised Classification) volcanoes-d4 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
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.09
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3471.9502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0398
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0438
Cross-validation details (10-fold Crossvalidation)
Number of instances
8654
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4187
Cross-validation details (10-fold Crossvalidation)
Recall
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1478
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9849
Cross-validation details (10-fold Crossvalidation)