Quantification under class-conditional dataset shift
David James Spence, Christopher Inskip, Novi Quadrianto, David James Weir · 2019
Quantification is the estimation of class proportions in a dataset. It is important in a wide range of fields, such as the proportion of positive reviews in sentiment analysis or the age and gender distribution of respondents in market research.