Good job! Your project has a pretty interesting topic, and it contains a huge potential in commercial. Choosing a house is not that easy, and it means a lot for a family. I believe people will be willing to buy your service if a robust model is created! As a whole, the project is well written, easy to read. Your team put a hard endeavor in handling such a big dataset.That was not easy. The feature transformation part is well described, makes me easier to understand the whole dataset. And I also like the part that your team compared the error and accuracy among all models you tried. It's clear and straightforward.
Maybe more details should be added to describe and interpret each models. In your report, I could only see the results of each regression. It will be better if your team write about the model itself to help readers understand the model. And maybe your team should explain more about why you chose L1 regression in the end? In addition, the data description and data processing part is a little bit longer. The model and conclusion part should weight more in a project.
In general, I enjoyed reading this project! Great!
Good job! Your project has a pretty interesting topic, and it contains a huge potential in commercial. Choosing a house is not that easy, and it means a lot for a family. I believe people will be willing to buy your service if a robust model is created! As a whole, the project is well written, easy to read. Your team put a hard endeavor in handling such a big dataset.That was not easy. The feature transformation part is well described, makes me easier to understand the whole dataset. And I also like the part that your team compared the error and accuracy among all models you tried. It's clear and straightforward.
Maybe more details should be added to describe and interpret each models. In your report, I could only see the results of each regression. It will be better if your team write about the model itself to help readers understand the model. And maybe your team should explain more about why you chose L1 regression in the end? In addition, the data description and data processing part is a little bit longer. The model and conclusion part should weight more in a project.
In general, I enjoyed reading this project! Great!