limitations on the matrix shape (feature space limitation) per partition
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@ -167,9 +167,11 @@ class Binary :
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# Let's treat the case of missing values i.e nulls
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#
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row_count,col_count = column.size,values.size
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if row_count * col_count > size and row_count < size:
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N = np.divide(size,row_count).astype(int)
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i = np.random.choice(col_count,N)
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# if row_count * col_count > size and row_count < size:
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if col_count > size :
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# N = np.divide(size,row_count).astype(int)
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# N =
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i = np.random.choice(col_count,size)
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values = values[-i]
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col_count = N
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