Michael J. Radwin

Tales of a software engineer who keeps kosher and hates the web.

bupa results (Nearest-Neighbor Machine Learning Bakeoff)

BUPA Liver Disorders from Richard S. Forsyth at BUPA Medical Research Ltd. Each record in the dataset constitutes the record of a single male individual. The six attributes in each record are results from blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption, as well as the number of drinks per day.

nearest-neighbor

unweighted data

results for nearest-neighbor on bupa.

 

normalized data

results for nearest-neighbor on bupa-norm.

 

k-nearest-neighbor

unweighted data

results for k-nearest-neighbor on bupa.

 

normalized data

results for k-nearest-neighbor on bupa-norm.

 

agglomerative-nearest-neighbor

unweighted data

results for agglomerative-nearest-neighbor on bupa.

 

normalized data

results for agglomerative-nearest-neighbor on bupa-norm.