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9 changes: 2 additions & 7 deletions docs/source/cuml-accel/limitations.rst
Original file line number Diff line number Diff line change
Expand Up @@ -47,13 +47,8 @@ A few additional general notes:
On very small datasets you might see only a small speedup (or even
potentially a slowdown).

- For most algorithms, ``y`` must already be converted to numeric values;
arrays of strings are not supported. Pre-encode string labels into numerical
or categorical formats (e.g., using scikit-learn's LabelEncoder) prior to
processing.

- The accelerator is tested to be compatible with scikit-learn versions 1.4
through 1.7. This ensures that cuML's implementation of scikit-learn
- The accelerator is tested to be compatible with scikit-learn versions 1.5
through 1.8. This ensures that cuML's implementation of scikit-learn
compatible APIs works as expected.

- Error and warning messages and formats may differ from scikit-learn. Some
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