Run
8863672

Run 8863672

Task 9922 (Supervised Classification) volcanoes-d3 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
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3389.0499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0383
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0428
Cross-validation details (10-fold Crossvalidation)
Number of instances
9285
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4114
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9767
Cross-validation details (10-fold Crossvalidation)