Request for Help with Project (EEG based emotion classification)

[SanaR19]

Aoa! Talha Anwar
we are university students and want your assistance with our semester project that is "EEG based emotion classification" (working on two emotions happy and sad ) in which we collect EEG data through muse headband in csv format and wanted to do classification in two emotions either happy or sad based on the data, but we have issue in classification of data how to process the data and classify it. we would greatly appreciate it if you could spare some time to help us overcome this issue.

[talhaanwarch]

Walikum us salam. How can i help you?

[SanaR19]

Actually we are working on Emotion classification based on EEG data which is acquired from muse headband, we got data in csv format which is raw data with different frequencies along with the electrode (like TP9,AF9 etc) but we are facing issue in data preprocessing how to convert that data into required form using python and also having issues in classification like if we trained our model and then we have new data how can we pass it to the trained model for classification in two emotions (happy and sad) and which model is the best in this kind of classification. Thank you for your reponse

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On Sun, Feb 26, 2023 at 12:29 AM Talha Anwar ***@***.***> wrote: Walikum us salam. How can i help you? — Reply to this email directly, view it on GitHub <#1 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A6EABIXHR3WYOEVRJ2L62P3WZJMQBANCNFSM6AAAAAAVIASTSY> . You are receiving this because you authored the thread.Message ID: ***@***.***>

[talhaanwarch]

Q1. CSV to required format
Watch this tutorial
https://www.youtube.com/watch?v=-F6Hcerx2G0
Q2. Testing a single file
Once you train your model, now you have a single file to predict, process the file the same way you did in training and then pass it to predict function of your model
Q3. Best model
try different machine learning models

[SanaR19]

Thank you so much.

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On Tue, Feb 28, 2023 at 10:31 AM Talha Anwar ***@***.***> wrote: *Q1. CSV to required format* Watch this tutorial https://www.youtube.com/watch?v=-F6Hcerx2G0 *Q2. Testing a single file* Once you train your model, now you have a single file to predict, process the file the same way you did in training and then pass it to predict function of your model *Q3. Best model* try different machine learning models — Reply to this email directly, view it on GitHub <#1 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A6EABIWFG4QBBJTMEBXCTVLWZWERJANCNFSM6AAAAAAVIASTSY> . You are receiving this because you authored the thread.Message ID: ***@***.***>