Run
8859085

Run 8859085

Task 2372 (Supervised Classification) lung-cancer Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-SMO.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
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.9871
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3056
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
0.6518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.6563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.847
Cross-validation details (10-fold Crossvalidation)