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Request for Help with Project (EEG based emotion classification) #1

Open SanaR19 opened 1 year ago

SanaR19 commented 1 year ago

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 commented 1 year ago

Walikum us salam. How can i help you?

SanaR19 commented 1 year ago

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

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 https://github.com/talhaanwarch/youtube-tutorials/issues/1#issuecomment-1445187873, or unsubscribe https://github.com/notifications/unsubscribe-auth/A6EABIXHR3WYOEVRJ2L62P3WZJMQBANCNFSM6AAAAAAVIASTSY . You are receiving this because you authored the thread.Message ID: @.***>

talhaanwarch commented 1 year ago

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 commented 1 year ago

Thank you so much.

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 https://github.com/talhaanwarch/youtube-tutorials/issues/1#issuecomment-1447605306, or unsubscribe https://github.com/notifications/unsubscribe-auth/A6EABIWFG4QBBJTMEBXCTVLWZWERJANCNFSM6AAAAAAVIASTSY . You are receiving this because you authored the thread.Message ID: @.***>