diff --git a/README.md b/README.md index 9a15594..c2a93f5 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,8 @@ Text classification in Ruby. Five algorithms, native performance, streaming supp | | This Gem | Other Forks | |:--|:--|:--| -| **Algorithms** | ✅ 5 classifiers | ❌ 2 only | +| **Algorithms** | ✅ 4 classifiers + TF-IDF vectorization | ❌ 2 classifiers only | +| **Command line** | ✅ `classifier` and `keywords` commands | ❌ No executables | | **Incremental LSI** | ✅ Brand's algorithm (no rebuild) | ❌ Full SVD rebuild on every add | | **LSI Performance** | ✅ Native C extension (5-50x faster) | ❌ Pure Ruby or requires GSL | | **Streaming** | ✅ Train on multi-GB datasets | ❌ Must load all data in memory |