Run
8865740

Run 8865740

Task 145942 (Supervised Classification) LED-display-domain-7digit Uploaded 28-02-2018 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
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.6682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0748
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1797
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7176
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3127
Cross-validation details (10-fold Crossvalidation)
Recall
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6856
Cross-validation details (10-fold Crossvalidation)