OpenML
8870516

Run 8870516

Task 9948 (Supervised Classification) heart-switzerland Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.5124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.8138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2835
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0611
Cross-validation details (10-fold Crossvalidation)