Run
8868039

Run 8868039

Task 3685 (Supervised Classification) chatfield_4 Uploaded 01-03-2018 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
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7788
Cross-validation details (10-fold Crossvalidation)
KB relative information score
161.2967
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.157
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4784
Cross-validation details (10-fold Crossvalidation)
Number of instances
235
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9689
Cross-validation details (10-fold Crossvalidation)
Recall
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5707
Cross-validation details (10-fold Crossvalidation)