The dataset is composed of 15 attributes in total, each inclusive of the eye state classified for each data point acquired using a video recording that was simultaneously done while collecting the EEG data using the EEG device.

The attributes that the specified dataset contains are the channels in the EEG device used to record the data. Instances were input chronologically, enabling the analysis of useful test set for syntactic and semantic theories.

There is a total of 14 electrodes attached, each labelled and placed on the following scalp areas: AF3, F7, F3, FC5, T7, P7, FC6, F4, F8, O1, O2, P8, T8 and AF4.

Sample submission: You should submit a CSV file with a header row and the sample submission can be found below:

eyeDetection

0

1

0

1

1

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Etc.

Note that the header name should be ‘eyeDetection’ else it will throw an evaluation error.

Notebook Submission

Steps to follow to submit your notebook:

Go to the Notebook section on this challenge page
Click on the 'Upload Notebook' button on top left corner as shown in the image below:
Make sure to make the visibility of your notebook as 'public' while uploading the notebook.
Provide Notebook Title, Summary, add some tags, go to next, chose a file and click on Upload.

Data Sprint 81 - Neuroheadstate Eye-State Classification

Challenge Starts

Registration Ends

Challenge Ends