Run
8869235

Run 8869235

Task 146032 (Supervised Classification) primary-tumor 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
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
120.8937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8899
Cross-validation details (10-fold Crossvalidation)