Run
8868287

Run 8868287

Task 3886 (Supervised Classification) soybean 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
0.9971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
523.7142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0565
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2339
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.573
Cross-validation details (10-fold Crossvalidation)
Recall
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1368
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4008
Cross-validation details (10-fold Crossvalidation)