Run
8865391

Run 8865391

Task 145899 (Supervised Classification) volcanoes-b4 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
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2860.3469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9145
Cross-validation details (10-fold Crossvalidation)