I have worked as data scientist on a lot of finance domain problems - forecasting default, fraud, conversion probability ect.
Lightgbm library has consistently performed well. I've been interested in how many colleagues instantly jump to neural nets when in my experience this often doesn't beat lightgbm on medium sized datasets not related to text/images.
Lightgbm library has consistently performed well. I've been interested in how many colleagues instantly jump to neural nets when in my experience this often doesn't beat lightgbm on medium sized datasets not related to text/images.