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Analisis Sentimen menggunakan metode Naive Bayes dengan "One time learning" dan "Continuous Learning"

Python 100.00%
sentiment-analysis naive-bayes python scikit-learn machine-learning text-classification nlp

sentimentanalyzenaivebayes's Introduction

Sentiment Analyze Naive Bayes

Analisis Sentimen menggunakan metode Naive Bayes dan Algoritma Genetika

Program dan Library

  • Python 3.6.8
    • Sqlite3
    • Tweepy
    • scikit-learn

Algoritma Program

Algoritma yang digunakan pada sentimen analisis ini menggunakan metode Naive Bayes

Blok DIagram

Blok diagram pada program ini ditunjukkan pada gambar berikut. Blok Diagram Program

Perbedaan Algoritma

Pada program ini dilakukan pengujian untuk dua algoritma yang berbeda yaitu, sekali belajar atau "One TIme Learning" dan belajar berlanjut "continuous Learning". Perbedaannya dapat dilihat pada blog diagram berikut. Blok Diagram Perbedaan

Note :

This is a self research program, just for learning about Naive Bayes algorithm. Free to use and modification. :)

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