'Is MLP a right DL algorithm for URL classification?

I am new in machine learning, I am now working on a project using deep learning. the project works with texts, more specifically it is a URL binary classification. I use python as a language and pycharm as an IDE, I am now advised to apply multi layer perceptron MLP algorithm but, I am not sure if this is the right algorithm for my work to apply or not. any advice is appreciated. best regards..

I am looking for an advice before starting..



Solution 1:[1]

MLP can indeed be used for your url binary classification, before that you need to turn your text data into something that a neural network can recognize. You can also use CNN, etc. for text classification, you can refer to:

Keras_Multi_Label_TextClassfication

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Solution 1 ki-ljl