Run
8862964

Run 8862964

Task 3888 (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
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.8883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3407
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9542
Cross-validation details (10-fold Crossvalidation)