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ALGO_PARAMS.md
@@ -27,5 +27,5 @@ ef_construction leads to longer construction, but better index quality. At some
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not improve the quality of the index. One way to check if the selection of ef_construction was ok is to measure a recall
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for M nearest neighbor search when ```ef``` =```ef_construction```: if the recall is lower than 0.9, than there is room
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for improvement.
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-* ```num_elements``` - defines the maximum number of elements in the index. The index can be extened by saving/loading(load_index
+* ```num_elements``` - defines the maximum number of elements in the index. The index can be extended by saving/loading (load_index
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function has a parameter which defines the new maximum number of elements).
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