[FEATURE] Prediction of the next high #112
Labels
enhancement
New feature or request
gssoc-ext
GSSoC'24 Extended Version
hacktoberfest
Hacktober Collaboration
hacktoberfest-accepted
Hacktoberfest 2024
level2
25 Points 🥈(GSSoC)
Is this a unique feature?
Is your feature request related to a problem/unavailable functionality? Please describe.
All the prediction models being used right now are predicitng at what price the market will close at that day, but that has no practical use. If you already have the knowledge of the high and lowest value, that is actually all that you need.
Proposed Solution
I wish to use the nth day data of high and low and close to predict what the high will be the (n+1)th day i.e. the next day. This would help the stock brokers to get to knnow till what point they have to hold out and when to quit.
Screenshots
No response
Do you want to work on this issue?
Yes
If "yes" to above, please explain how you would technically implement this (issue will not be assigned if this is skipped)
Through data wrangling, I would alter the indexing by matching the future highs with the past data. Then by using SVM (which has the highest accuracy as seen) will predict the high.
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