Tosin Harold Akingbemisilu

Bulldozer Sale Price Prediction


Built an end-to-end regression machine learning model with the aim of predicting the future sale price of a bulldozer, given its characteristics and previous examples of how much similar bulldozers have been sold for. Evaluated with RMSLE (root mean squared log error) of 0.24 and R^2 score of 0.88 on the validation data.