Run
8865396

Run 8865396

Task 145901 (Supervised Classification) volcanoes-b6 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
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2861.6524
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Number of instances
10130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2978
Cross-validation details (10-fold Crossvalidation)
Recall
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1215
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.11
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9054
Cross-validation details (10-fold Crossvalidation)