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Download Email Prioritization by ['Vidul Ap'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Email Prioritization
- The document proposes a system to manage email overload through prioritization using two classification models: 1) A spam/ham classifier and 2) A ham management classifier that categorizes ham emails as important or not important. - It describes creating datasets from Gmail and Enron emails to train and evaluate the models. Key models tested include KNN, random forests, linear SVC, and deep learning models like CNNs and LSTMs. - The best performing models for each classification task are combined into a single system that achieves an overall accuracy of 86.83% for email prioritization.
Detailed Information
| Author: | ['Vidul Ap'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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