Run
8859312

Run 8859312

Task 3497 (Supervised Classification) grub-damage 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
0.6481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.9588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3254
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0232
Cross-validation details (10-fold Crossvalidation)