Classify Email Paper For Free

In intent classification, a natural language processing (NLP) model reads the incoming text from emails and understands the meaning. Next, a machine learning (ML) model learns what to do with the meaning that NLP understands. Based on the way you train it ? it intelligently sorts the emails into categories.

We will classify the emails as written by one person or the other based only on the text of the email. We will use the following algorithms one by one: Naive Bayes, Support Vector Machine, Decision Trees, Random Forest, KNN, and AdaBoost Classifier.

Emails are of three types: Semi-Formal email. Formal email. Informal email.

Emails were divided into four main categories; Normal, Suspicious, Fraudulent and Harassment. LSTM has been employed which classifies the email based on the words, when data is provided to it. Process of ization and sequence padding was done before model training using LSTM is done.

By applying an appropriate classification to an email you can clearly identify the sensitivity of the information and ensure proper handling and protection of critical data against unauthorized use and accidental loss.

Email Classification is a Machine Learning problem that falls under the category of Supervised Learning. This mini-project of Email Classification is inspired by J.K. Rowling's publishing of a book under a pen-name.

5 data classification types Public data. Public data is important information, though often available material that's freely accessible for people to read, research, review and store.Private data.Internal data.Confidential data.Restricted data.

Typically, there are four classifications for data: public, internal-only, confidential, and restricted.

Document Classification With Machine Learning: Computer Vision, OCR, NLP, and Other Techniques Document and text digitization with OCR. Rule-based text classification: detecting and counting keywords. Machine learning classification with natural language processing (NLP) Unsupervised classification: defining categories.

A sensitivity label is a Microsoft 365 feature that lets you apply a label to emails or files so they're compliant with your organization's security policies. For more information on sensitivity labels, see Apply sensitivity labels to your files and email in Office.