Run
8865501

Run 8865501

Task 145932 (Supervised Classification) nursery Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3925.8003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3412
Cross-validation details (10-fold Crossvalidation)
Number of instances
12958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7148
Cross-validation details (10-fold Crossvalidation)
Recall
0.7098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8509
Cross-validation details (10-fold Crossvalidation)