Run
8859247

Run 8859247

Task 3490 (Supervised Classification) bridges 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
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.3725
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.253
Cross-validation details (10-fold Crossvalidation)
Number of instances
105
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4688
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3438
Cross-validation details (10-fold Crossvalidation)
Recall
0.5143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3547
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8723
Cross-validation details (10-fold Crossvalidation)