On Missing Value Estimation using Self-obtained Rules

Abstract

We previously proposed a method for estimating missing values in a table. In this method, certain rules with one condition are generated at first, then we assign a value to each missing value so as to generate a certain rule with the highest accuracy value as many as possible. In this paper, we propose another method for estimating the missing value in a table. This method is more realistic than the previous method.