oner_induction
| Crates.io | oner_induction |
| lib.rs | oner_induction |
| version | 0.2.1 |
| created_at | 2020-03-20 15:01:29.563395+00 |
| updated_at | 2020-04-02 14:26:09.904422+00 |
| description | An implementation of the 1R rule induction algorithm |
| homepage | |
| repository | https://github.com/d6y/oner_induction |
| max_upload_size | |
| id | 220715 |
| size | 30,122 |
Richard Dallaway (d6y)
documentation
README
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.
This crate is a complement to https://crates.io/crates/oner_quantize, a 1R rule induction implementation.
Documentation and examples
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An example application: https://github.com/d6y/oner
License
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/.