Machine Learning Solutions

The best approach

There are some steps that we can follow in order to obtain the best possible approach. In this approach, we have used a glove pretrained model and have trained the model using the RNN and LSTM networks. The glove model has been pretrained on a large dataset so that it can generate more accurate vector values for words. That is the reason we are using glove here. In the next section, we will look at the implementation of the best approach. You can find all the code at this GitHub link: https://github.com/jalajthanaki/Sentiment_Analysis/blob/master/Best_approach_sentiment_analysis.ipynb.

Implementing the best approach

In order to implement the best approach, we will be performing the following steps:

• Loading the glove model
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