I’m getting the Intro do Machine Learning course, and along with it, trying to apply it’s content to my job.
Well, with that, I’m trying to run a Random Forest Regressor to predict how many days from a certain date a sales opportunity will take to close.
My RFR is getting the following results:
[19.19978950416304, 18.974135023913018, 0.9634958193042105, 0.49285398801014835, 0.9376698492856959]
Where the last 2 values 0.4928 and 0.9376 are the validation score and the OOB score.
My queries are: Should I trust in what score? Both scores should be close to the model “works”?