Tune Up Multi Layer Perceptron From Sentiment Analysis with Natural Language Processing
Alvin Faiz Kurniawan, Zhafran Luhur Pakerti, Guruh Fajar Shidik · 2023
Sentiment analysis is frequently worn for opinion mining of giving data or corpora a name or label (high quality, bad, impartial) into information or corpus. It is possible to say that NLP (Natural Language Processing) is used for preprocess data and clean text so it can be comprehended by machines. Text classification is worn to handle data and corpora that are entered into the multi-layer perceptron model of the classification engine, which will then result in a projection of exactness percentage > 90%. (better). A supervised learning process is the figure of the data used to convey the output of the machine learning model. The accuracy of the machine model that was drill is improved by the use of model selection, which employs the Monte Carlo cross-validation model. The accuracy of the drilled machine model is improved by using model selection, which employs the Monte Carlo cross-validation model. The experiment's effects on the gadget constructed received an evaluation of up to 95.29%