Java Projects with Source Code || Text Classification using Naive Bayes || Machine Learning

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What is Text Classification ?
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Text classification is the process of assigning tags or categories to text according to its content. ... Unstructured data in the form of text is everywhere: emails, chats, web pages, social media, support tickets, survey responses, and more.

This projet uses Java 8 and Swing API with following controls

JFrame
JPanel
JDialog
JTextField
JPasswordField
JButton
JLable
JSeparator
Borders
EtchedBorder
LowerBevelBorder
TitleBorder
Combobox
CheckBox
RadioButton
Font
ImageIcon
Image
Exception
JOptionPane
JTable
JScrollPane

Java:
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Java is a general-purpose programming language that is class-based, object-oriented, and designed to have as few implementation dependencies as possible. Java is platform Independent language and it is mainly designed for Internet programming, It comes with 3 products mainly

Swings API:
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Swing is a GUI widget toolkit for Java. It is part of Oracle's Java Foundation Classes – an API for providing a graphical user interface for Java programs. Swing was developed to provide a more sophisticated set of GUI components than the earlier Abstract Window Toolkit.

Netbeans IDE:
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NetBeans is an integrated development environment (IDE) for Java. NetBeans allows applications to be developed from a set of modular software components called modules. NetBeans runs on Windows, macOS, Linux and Solaris. In addition to Java development, it has extensions for other languages like PHP, C, C++, HTML5, and JavaScript. Applications based on NetBeans, including the NetBeans IDE, can be extended by third party developers.

Naive Bayes Algorithm:
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Naive Bayes classifiers, a family of classifiers that are based on the popular Bayes’ probability theorem, are known for creating simple yet well performing models, especially in the fields of document classification and disease prediction.
In this first part of a series, we will take a look at the theory of naive Bayes classifiers and introduce the basic concepts of text classification. Why the name? “Bayes” is named from the famous Bayes’ Theorem in probability, and “Naive” is because the assumptions of this algorithm are very simple and most of the time not true.

--------------------Watch My Projects Videos-----------------

1. Java Login System: https://www.youtube.com/watch?v=g3Z7oyyouk8
2. Text Classification using Java : https://youtu.be/Ju9jLHMfxaM
3. Packet Filtering Firewall: https://youtu.be/xVMumX0_2OM
4. Naive Bayes Classifier: https://youtu.be/Ju9jLHMfxaM
5. Tesseract Engine OCR Project : https://youtu.be/_sHMoXSpocw
6. Honeypot Project : https://youtu.be/_4yKt7PbpRY
7. Animal Detection using Java Opencv : https://youtu.be/StnYuUKGD2g
8. 3D Password Protection using Java : https://youtu.be/Y_8ETepTDdY
9. Iris Recognition System using Java: https://youtu.be/gwtgbtka-74
10. Intrusion Detection System using Java : https://youtu.be/4fNknjrr9cY
11. Attendance Management System : https://youtu.be/ayfLfVktSSA
12. Secured Data Sharing over network (creating Protocol) : https://youtu.be/YTKwDGetg8E
13. Voice to Text Project in Java : https://youtu.be/L5NMT6CXfO4
14. Secured Authentication using Virtual Environment in Java : https://youtu.be/P2KcRvluaNI
15. DSR Protocol Implementation using Java : https://youtu.be/O0h5UGNgFnQ
16. RSA Secured Chatting System : https://youtu.be/7YXzVNQG2Y0
17. LAN monitoring System using Java: https://youtu.be/MvGo0g2SvrM
18. Suspecious Email Detection System using J2EE : https://youtu.be/o64mA3I75A4
19. Secured Chatting System using RSA and DES algorithms: https://youtu.be/XSnJSVfLlpo
20. OCR Project Extract Text from Image: https://youtu.be/DLt8v_E22rE
21. Client Server Chatting using AES Algorithm: https://youtu.be/trezRWzfM50
22. Emmergency Responder Project in Android : https://youtu.be/fr4R0l_b9kY
23. Library Management System using Java: https://youtu.be/z835b61QeFg

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