Frequency Ratio: a method for dealing with missing values within nearest neighbour search
نویسندگان
چکیده
منابع مشابه
Frequency Ratio: a method for dealing with missing values within nearest neighbour search
In this paper we introduce the Frequency Ratio (FR) method for dealing with missing values within nearest neighbour search. We test the FR method on known medical datasets from the UCI machine learning repository. We compare the accuracy of the FR method with five commonly used methods (three “imputation” and two “bypassing” methods) for dealing with values that are “missing completely at rando...
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ژورنال
عنوان ژورنال: Journal of Systems Integration
سال: 2015
ISSN: 1804-2724
DOI: 10.20470/jsi.v6i3.233