Run
8865927

Run 8865927

Task 146024 (Supervised Classification) lung-cancer 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
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.5172
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5566
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.5313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.984
Cross-validation details (10-fold Crossvalidation)