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C.13 Temporal Features

PriyaDCosta edited this page Mar 7, 2023 · 4 revisions

1. Feature Name

C.13 Mean Message Duration, Standard Message Duration

2. Literature Source (Serial Number, link)

C.13, Analysis and classification of cooperative and competitive dialogs

3. Description of how the feature is computed (In Layman’s terms)

This feature counts the mean duration of a message in minutes by subtracting the timestamp of the next message from the current message. Mean and Standard Deviation for the message are subsequently calculated

4. Algorithms used (KNN, Logistic Regression etc.)

None

5. ML Inputs/Features

None

6. Statistical concepts used

None

7. Pages of the literature to be referred to for details

C.13 Page 2/5 Section 3.1

8. Any tweaks/changes/adaptions made from the original source

None

9. Testing

Within temporal_features.py file

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