Run
8866044

Run 8866044

Task 146024 (Supervised Classification) lung-cancer Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.6958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.9438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3403
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
0.5201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9301
Cross-validation details (10-fold Crossvalidation)