Run
8876055

Run 8876055

Task 3716 (Supervised Classification) tecator Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7222
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.0091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1336
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.678
Cross-validation details (10-fold Crossvalidation)