Comments
Emotional_Aardvark26 OP t1_j1j02f9 wrote
Yep. I scraped a couple of months of that site to get the initial data, and still collecting the new data everyday to re-train the model once in a while
meamarp t1_j1i5huw wrote
Cool Project.. How you calculated any metrics? How is it performing?
Emotional_Aardvark26 OP t1_j1izbv9 wrote
Thanks. I used mean absolute error. The error was around 80,000 NIS which is equal to 22,000 USD
Another__one t1_j1i9e9u wrote
i’m not familiar with yad2 but all real-estate website I know full of bullshit offers, that are way too cheap to be real and usually just a bait from some agent to get your number. Does you have any sort of filtering for those?
Emotional_Aardvark26 OP t1_j1izyrz wrote
Not really, but one of the features to model get is whether it is from an agent or a private person, so it may be able to catch that. I don't think I encounter that much on that site though
3rdlifepilot t1_j1ifttj wrote
Getting a good data feed in order to build the project was the hardest part when I was buying my first house. I was copying and pasting from the MLS into excel and manually tidying. Pain in the ass tbh.
The model training and feature engineering parts to get a personalized ranking are fairly straightforward.