3. Goal Selection

The goal is what the machine is attempting to optimize. Most clients choose either maximize alpha or maximize raw return. 

Screen Shot 2022-04-01 at 12.18.44 PM

  Definition
Maximize Alpha Splits stocks of the chosen universe into buckets based on alpha.
Maximize Raw Return Splits stocks of the chosen universe into buckets based on performance.
Benchmark Set one or more benchmarks and the weightings for each.
Equal Weight Benchmark Instead of using the defined benchmarks, set the benchmarks to be an equal weighted (per rebalance period) version of the stock universe.
Market Cap Benchmark Use a market cap weight of your stock universe as your benchmark. This will be done using the point in time universe rather than the benchmark security you selected.