Run
8871653

Run 8871653

Task 2372 (Supervised Classification) lung-cancer Uploaded 03-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5.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
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6568
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.3688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2933
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
0.7063
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
0.6676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8233
Cross-validation details (10-fold Crossvalidation)