Run
8870165

Run 8870165

Task 3562 (Supervised Classification) lupus Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7029
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.5473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3357
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4813
Cross-validation details (10-fold Crossvalidation)
Number of instances
87
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7126
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.7126
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6974
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9162
Cross-validation details (10-fold Crossvalidation)