Run
8868330

Run 8868330

Task 3819 (Supervised Classification) molecular-biology_promoters Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3468
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.3859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7264
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.7264
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9123
Cross-validation details (10-fold Crossvalidation)