Run
8870004

Run 8870004

Task 35 (Supervised Classification) dermatology Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.8253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0842
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5642
Cross-validation details (10-fold Crossvalidation)