how can I use the dataset to make a classification between dyskinesia and Bradykinesia? For example, in the dataset, we have a folder called Shimmer_LeftAnkle for patient number 3 in the txt file rawdata_Day1 we have four columns x,y,z, and the magnitude, respectively. However, these columns are without the labeling of the phenotype. So, I have opened the TaskScore part II (for shimmer) Excel file and filtered the data by selecting patient 3, LeftLowerLimb in a try to determine the timestamp for each phenotype and apply windowing for each symptom and in turn write the labels in the rawData_Day1.txt file. However, I noticed that for the same timestamp (start and end), the patient has three symptoms (Bradykinesia, Dyskinesia, and tremor). For example, 1423568629 1423568661 tremor 1423568629 1423568661 dyskinesia 1423568629 1423568661 bradykinesia Can anyone help me or explain it to me? How can I make the file rawdata_Day1.txt have labels (0 or 1) for each symptom (dyskinesia and Bradykinesia)?

Created by Hadeer Elziaat deerZiat
Firstly, thank you for your reply and concern. To make it clear to me, if we have the following table 1423568802 1423568834 dyskinesia LeftLowerLimb 0 1423568802 1423568834 bradykinesia LeftLowerLimb No in this case, I will consider that in this timestamp there is dyskinesia with 0 severity and no bradykinesia. 1423569395 1423569412 dyskinesia LeftLowerLimb 0 1423569395 1423569412 bradykinesia LeftLowerLimb NotApplicable in this case, I will consider that in this timestamp there is dyskinesia with 0 severity and no bradykinesia. Am I right?
@deerZiat You'll want to use the `score` column in the TaskScore tables to determine the severity for each symptom. See the [project description](https://www.synapse.org/Synapse:syn20681023/wiki/594678) for more details.

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