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Fix typos.
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python/pyspark/ml/feature.py

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@@ -699,7 +699,8 @@ def approxNearestNeighbors(self, dataset, key, numNearestNeighbors, singleProbin
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* Single Probing: Fast, return at most k elements (Probing only one buckets)
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* Multiple Probing: Slow, return exact k elements (Probing multiple buckets close to the key)
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* Multiple Probing: Slow, return exact k elements (Probing multiple buckets close to \
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the key)
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:param dataset: The dataset to search for nearest neighbors of the key.
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:param key: Feature vector representing the item to search for.
@@ -824,8 +825,8 @@ class MinHash(JavaEstimator, LSHParams, HasInputCol, HasOutputCol, HasSeed,
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The input can be dense or sparse vectors, but it is more efficient if it is sparse.
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For example, `Vectors.sparse(10, Array[(2, 1.0), (3, 1.0), (5, 1.0)])`
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means there are 10 elements in the space. This set contains elem 2, elem 3 and elem 5.
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Also, any input vector must have at least 1 non-zero indices, and all non-zero values are treated
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as binary "1" values.
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Also, any input vector must have at least 1 non-zero indices, and all non-zero values
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are treated as binary "1" values.
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.. seealso:: `MinHash <https://en.wikipedia.org/wiki/MinHash>`_
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@@ -1459,7 +1460,8 @@ class RandomProjection(JavaEstimator, LSHParams, HasInputCol, HasOutputCol, HasS
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distance space. The output will be vectors of configurable dimension. Hash value in the
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same dimension is calculated by the same hash function.
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.. seealso:: `Stable Distributions <https://en.wikipedia.org/wiki/Locality-sensitive_hashing#Stable_distributions>`_
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.. seealso:: `Stable Distributions \
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<https://en.wikipedia.org/wiki/Locality-sensitive_hashing#Stable_distributions>`_
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.. seealso:: `Hashing for Similarity Search: A Survey <https://arxiv.org/abs/1408.2927>`_
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>>> from pyspark.ml.linalg import Vectors

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