Towards constructing an unbiased Machine Learning regression model — an example of Airbnb rental prices
Using label log-transformation and minority data oversampling to reduce model bias —  As a follow-up to one of my recent articles, Predicting Airbnb rental prices in 10 European cities
SHAP values for the city, room type, distance to the city centre, and moremedium.com I have received a comment from Eugenia Anello about the usage of label log-transformation in Machine Learning regression tasks. Indeed, I am using this method many times, and thus will try to shed more light on its potential caveats, and also…
Towards constructing an unbiased Machine Learning regression model — an example of Airbnb rental prices Using label log-transformation and minority data oversampling to reduce model bias —  As a follow-up to one of my recent articles, Predicting Airbnb rental prices in 10 European cities
SHAP values for the city, room type, distance to the city centre, and moremedium.com I have received a comment from Eugenia Anello about the usage of label log-transformation in Machine Learning regression tasks. Indeed, I am using this method many times, and thus will try to shed more light on its potential caveats, and also… machine-learning
Towards constructing unbiased Machine Learning regression model — example Airbnb rental price Using label logtransformation minority data oversampling reduce model bias — followup one recent article Predicting Airbnb rental price 10 European city SHAP value city room type distance city centre moremediumcom received comment Eugenia Anello usage label logtransformation Machine Learning regression task Indeed using method many time thus try shed light potential caveat also… machinelearning