OpenML
8872741

Run 8872741

Task 41 (Supervised Classification) soybean Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.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
0.9955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
562.3906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0322
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4588
Cross-validation details (10-fold Crossvalidation)