Run
8865932

Run 8865932

Task 146032 (Supervised Classification) primary-tumor Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.1313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0572
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
0.4205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8672
Cross-validation details (10-fold Crossvalidation)