Run
8859790

Run 8859790

Task 3578 (Supervised Classification) diggle_table_a2 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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.7495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.7129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9107
Cross-validation details (10-fold Crossvalidation)