What are your weaknesses?

Our numbers out here in Scottsdale are much stronger than LA from a cash flow standpoint... but weak in comparison to a market like Kansas City.I guess I follow the Warren Buffett philosophy of "invest in what you know."

One unit had very strong air flow and the other had incredibly weak air flow, almost non existent  - it was a huge difference.

any weak points in their deal? 

What Passadore told me last lunch was there was weakness in the new build multi on the east side of the river..

Some discount a player because of off the court troubles or a weakness in their game regardless of overall performance.I also agree with your football line of thought.

Thanks James and Ryan for the replies,Ryan, So would you predict rents on these properties(43612) will stay strong but appreciation will be weak or nonexistent?

If it were something ridiculous like 2% or 3% - I would then be very happy with this model and would question my motivation towards seeking a better model using ML.Note: I did compute the error rate for various distances and history length (e.g I used houses within 0.25 miles, 0.5 miles...10 miles) and 5% was the best.I'll have to look more into NN but my first approach would probably be to use some ensemble method.As I understand it ensemble is to use multiple weak learners in a network to yield a strong model.

Ex. take the 2% only after the 8% preferred has been paid out or defer it during a weak market.

Albert Bui Pros: mentioned often on BP Cons: accounting module is very weak, expensive for small operations Cost: $1 per unit, per month plus an onboarding fee (equal to two months of service).