Run
8867805

Run 8867805

Task 3568 (Supervised Classification) analcatdata_cyyoung9302 Uploaded 01-03-2018 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
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.2188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1522
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3314
Cross-validation details (10-fold Crossvalidation)
Number of instances
92
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7467
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4049
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3901
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9635
Cross-validation details (10-fold Crossvalidation)