Run
8863671

Run 8863671

Task 9921 (Supervised Classification) volcanoes-d2 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
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3433.1994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0423
Cross-validation details (10-fold Crossvalidation)
Number of instances
9172
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4071
Cross-validation details (10-fold Crossvalidation)
Recall
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9772
Cross-validation details (10-fold Crossvalidation)