A 1R implementation in Rust

Re-implementing the 1R algorithm described in Holte (1993).

1R learns a rule (IF...THEN...ELSE) based on one attribute (feature) of the database. This gives a baseline performance for comparing with other algorithms.

Documentation and examples

• API reference and usage
• An example application: https://github.com/d6y/oner

Licence

Copyright 2020 Richard Dallaway

This Source Code Form is subject to the terms of the Mozilla Public License, v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain one at https://mozilla.org/MPL/2.0/.