Run
8877330

Run 8877330

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 09-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-NaiveBayes.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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-84.3906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1924
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9205
Cross-validation details (10-fold Crossvalidation)