Run
9190244

Run 9190244

Task 145978 (Supervised Classification) soybean Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9943 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9329 ± 0.0332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9277 ± 0.0328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
633.9571 ± 1.2197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0118 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9399 ± 0.0309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9341 ± 0.03
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9341 ± 0.03
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1232 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0716 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.327 ± 0.065
Cross-validation details (10-fold Crossvalidation)