Run
8861450

Run 8861450

Task 3731 (Supervised Classification) visualizing_livestock Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.3849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3135
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7158
Cross-validation details (10-fold Crossvalidation)
Recall
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4416
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3941
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3721
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9441
Cross-validation details (10-fold Crossvalidation)