Run
8861602

Run 8861602

Task 3746 (Supervised Classification) pollution 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
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.0895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2995
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7277
Cross-validation details (10-fold Crossvalidation)