OneR - futures io
futures io


OneR, short for "One Rule", is an easy classification algorithm that generates one rule for each predictor in the data, then selects the rule with the smallest total error as its "one rule". OneR is known to often beat more sophisticated algorithms and is easy to implement and understand due to it's simplicity.

To create a rule for a predictor, we construct a frequency table for each predictor against the target.

Copyright © 2021 by futures io, s.a., Av Ricardo J. Alfaro, Century Tower, Panama, Ph: +507 833-9432 (Panama and Intl), +1 888-312-3001 (USA and Canada),
All information is for educational use only and is not investment advice.
There is a substantial risk of loss in trading commodity futures, stocks, options and foreign exchange products. Past performance is not indicative of future results.