Run
8859807

Run 8859807

Task 3580 (Supervised Classification) fruitfly 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
0.4611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5.488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4896
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.477
Cross-validation details (10-fold Crossvalidation)
Number of instances
125
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9671
Cross-validation details (10-fold Crossvalidation)
Recall
0.512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.158
Cross-validation details (10-fold Crossvalidation)