OpenML
8870079

Run 8870079

Task 41 (Supervised Classification) soybean Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-Standardize-IBk5.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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
551.5884
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0274
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
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2856
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5448
Cross-validation details (10-fold Crossvalidation)