Run
8861944

Run 8861944

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 27-02-2018 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
0.7063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
104.6644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0768
Cross-validation details (10-fold Crossvalidation)