Run
8866075

Run 8866075

Task 145978 (Supervised Classification) soybean Uploaded 28-02-2018 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
0.9966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
599.9368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.387
Cross-validation details (10-fold Crossvalidation)