Run
8876870

Run 8876870

Task 146032 (Supervised Classification) primary-tumor 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
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.7522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0592
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
0.4059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8814
Cross-validation details (10-fold Crossvalidation)