Run
8873000

Run 8873000

Task 3562 (Supervised Classification) lupus Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.RandomSubspace(1)A Weka KnowledgeFlow using RandomSubspace.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
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.9147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.385
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
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8527
Cross-validation details (10-fold Crossvalidation)