Run
8859904

Run 8859904

Task 3586 (Supervised Classification) abalone 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
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5696
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1934.66
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2797
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7662
Cross-validation details (10-fold Crossvalidation)