Run
8867950

Run 8867950

Task 3579 (Supervised Classification) vineyard 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
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.7112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2687
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4972
Cross-validation details (10-fold Crossvalidation)
Number of instances
52
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.996
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8102
Cross-validation details (10-fold Crossvalidation)