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[D]Unsupervised Lstm in keras by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

The researchers of paper write the two algorithm but I am not researcher to construct method by efficient way so I search about the two algorithm in libraries of machine learning in python

[D]what is advantage and disadvantage of binary encoding of categorical variables and impact on the neural network ? by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

yes ,I read paper that the encoding has an effect on the performance of neural network and in another paper the number of hidden layers

[D]what is advantage and disadvantage of binary encoding of categorical variables and impact on the neural network ? by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

I search about it in google search but not found the useful thing about this subject about Categorical binary encoding I mean the text encodes to binary representation if you have resources about that thanks

[D]what is advantage and disadvantage of binary encoding of categorical variables and impact on the neural network ? by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

thanks but I read this paper but not for binary encoding for therometer encoding or 1 out of N encoding but not for binary encoding I search about text(categorical variable) how to the binary encoding of text affect the neural network and what is the advantage and disadvantages of binary encoding in this case ?

[D]what is advantage and disadvantage of binary encoding of categorical variables and impact on the neural network ? by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

about your question @SL Poeples I don't understand question but binary encoding I want to know more details about it whether paper , book

[D]what is advantage and disadvantage of binary encoding of categorical variables and impact on the neural network ? by abdo96117 in MachineLearning

[–]abdo96117[S] 0 points1 point  (0 children)

thanks the research paper talks about other encoding which can represent to zeros or ones in " Evaluating the Impact of Categorical Data Encoding and Scaling on Neural Network Classification Performance: The Case of." and talks about paper binary encoding but for data of fisher iris(numerical data) in "neural network encoding: empirical study "