Text Classification of Different Datasets with CNN Convolutional Neural Network and Python

In this post we explore machine learning text classification of 3 text datasets using CNN Convolutional Neural Network in Keras and python. As reported on papers and blogs over the web, convolutional neural networks give good results in text classification. Datasets We will use the following datasets: 1. 20 newsgroups text dataset that is available … Read more

FastText Word Embeddings for Text Classification with MLP and Python

Word embeddings are widely used now in many text applications or natural language processing moddels. In the previous posts I showed examples how to use word embeddings from word2vec Google, glove models for different tasks including machine learning clustering: GloVe – How to Convert Word to Vector with GloVe and Python word2vec – Vector Representation … Read more