https://github.com/remykarem/faster-apriori-rs
Because I'm not satisfied with the benchmarks
https://github.com/remykarem/faster-apriori-rs
Last synced: about 1 month ago
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Because I'm not satisfied with the benchmarks
- Host: GitHub
- URL: https://github.com/remykarem/faster-apriori-rs
- Owner: remykarem
- Created: 2021-10-17T04:52:56.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2021-10-17T04:56:17.000Z (almost 4 years ago)
- Last Synced: 2025-03-03T12:31:44.379Z (7 months ago)
- Language: Rust
- Size: 6.53 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Temp repo for apriori-rs
Benchmarks
| Min support, length | apriori-rs | [efficient-apriori](https://github.com/tommyod/Efficient-Apriori) | [mlxtend](http://rasbt.github.io/mlxtend/user_guide/frequent_patterns/apriori/) | [apyori](https://github.com/ymoch/apyori) |
|:-------------------:|:----------:|:----------------:|:-------:|:----:|
| 0.100, 1 | 0.2s | 0.1s | 0.1s | 0.29s
| 0.100, 2 | 0.2s | 0.1s | 0.1s | 0.26s
| 0.100, 3 | 0.2s | 0.1s | 0.1s | 0.25s
| 0.100, 4 | 0.2s | 0.1s | 0.1s |0.25s
| 0.100, 5 | 0.2s | 0.1s | 0.1s | 0.25s
| 0.050, 1 | 0.2s | 0.1s | 0.1s | 0.25s
| 0.050, 2 | 0.2s | 0.2s | 0.1s |0.25s
| 0.050, 3 | 0.2s | 0.2s | 0.1s | 0.25s
| 0.050, 4 | 0.2s | 0.2s | 0.1s | 0.25s
| 0.050, 5 | 0.2s | 0.2s | 0.2s |0.25s
| 0.010, 1 | 0.2s | 0.1s | 0.1s | 0.32s
| 0.010, 2 | **1.6s** (prev 16s) | 261s | 73s | 2.1s
| 0.010, 3 | 10s (prev 15s) 😠| 272s | 79s | **2.3s**
| 0.010, 4 | 15s (prev 17s) 😠| 284s | 78s | **2.4s**
| 0.010, 5 | 14s | 279s | 92s | **2.4s**
| 0.005, 1 | 0.2s | 0.1s | 0.1s | 0.25s
| 0.005, 2 | 76s | 1190s | 327s | **5.7s**
| 0.005, 3 | 68s | 1278s | 643s | **20s**
| 0.005, 4 | 81s | 1168s | 638s | **39s**
| 0.005, 5 | 70s | 1217s | 643s | **41s**