oner_quantize
| Crates.io | oner_quantize |
| lib.rs | oner_quantize |
| version | 0.1.0 |
| source | src |
| created_at | 2020-04-02 14:12:21.216588 |
| updated_at | 2020-04-02 14:12:21.216588 |
| description | An implementation of the 1R numeric quantization algorithm |
| homepage | |
| repository | https://github.com/d6y/oner_quantize |
| max_upload_size | |
| id | 225530 |
| size | 35,427 |
Richard Dallaway (d6y)
documentation
README
1R quantization implementation in Rust
Quantization takes numeric data and turns it into a discrete set of intervals.
For example, given labelled data such:
| Value | Label |
|---|---|
| 1 | true |
| 40 | true |
| 100 | false |
| 101 | false |
We might discover the intervals:
- less than 100 (true)
- 100 or more (false)
This is a reimplementation of the 1R quantization algorithm described in Holte (1993). It is a complement to https://crates.io/crates/oner_induction.
Documentation and examples
- API reference and usage
- 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/.