Run
8858499

Run 8858499

Task 10 (Supervised Classification) lymph Uploaded 27-02-2018 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
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.0747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7479
Cross-validation details (10-fold Crossvalidation)
Total cost