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Vectorizing text file in java for kmeans clustering java encog

I am using the java encog machine learning library to run kmeans clustering. The problem is that this is only possible with numerical data. Is there a way to vectorize a text file (data) so that I can feed into the kmeans clustering algorithm directly.

I am new to this space. Any help is appreciated.

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try to use Object Out put Stream as follows



ByteArrayOutputStream baos = new ByteArrayOutputStream();
ObjectOutputStream oos = new ObjectOutputStream(baos);
oos.writeObject("YOUR_TEXT");
oos.close();
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